The old house was eerily silent, the kind of silence that pressed in on you, thick and heavy. Amelia wandered aimlessly from room to room, her footsteps muffled by the thick carpets. Her brother, Daniel, was on the phone, arranging for the utilities to be switched over.

She picked up a framed photograph from the mantelpiece, a picture of her grandmother smiling, taken decades ago. She held it close, trying to remember the woman in the picture, but all she felt was a strange, disquieting hollowness.

She closed her eyes and took a deep breath. She could feel a strange tightening in her chest, like an invisible weight. She opened her eyes. What was she supposed to do now? She didn't know.

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