The attic was stifling, filled with the ghosts of forgotten things. Clara, her brow slick with sweat, finally managed to push aside a heavy, moth-eaten trunk. The wall behind it seemed different. She tapped it with her knuckles. Solid. But when she pushed against a particular section, it gave way with a soft click.

A small, windowless room, barely big enough to stand in. Cobwebs draped everything. A single, tarnished silver locket lay on a small, wooden table. She reached for it, her fingers brushing against the cold, smooth metal, and an unexpected wave of sorrow hit her. Why was it here?

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