The antique dealer had been a bit too eager, Ava thought, as he’d clutched her arm, pointing towards the original hardwood flooring. “Magnificent, isn’t it? Very few homes have this level of craftsmanship anymore!” He’d then lowered his voice. “You know, I’ve heard things about this place. Intriguing things.” Ava had simply laughed, charmed by his theatrics, and bought the house. Now, though, scrubbing at a stain on the floor that wouldn’t budge, the dealer’s words echoed. Why did the stain appear *only* in this particular spot, beneath the floorboards of the guest room?

She sighed, wiping her brow with the back of her hand. The removal of the stain was proving to be a challenge. The stain wasn't recent, but old and embedded in the wood. It was an unsettling shade, a deep, rusty color. She knelt closer, the air suddenly feeling heavy, and ran her fingers along the grain. A chill ran down her spine. The house, usually so welcoming, felt strangely oppressive.

She stood abruptly, feeling a flicker of something she couldn't quite name. She grabbed her phone and snapped a picture of the stain. The picture seemed to stare back at her with a strange menace. She wondered if she should call the police.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232