He'd just finished unpacking, arranging his books on the shelves, when the neighbor, a gossipy woman with a knowing smirk, stopped by. “Oh, did they tell you about the…incident?” He’d smiled, expecting a mundane neighborly chat. Now, he felt the blood drain from his face.

He found himself wanting to flee, but he was frozen. He looked at his books, now seeming so foreign and insignificant. He stared at the floor, wondering if he could ever feel comfortable here. The weight of the house settled on his shoulders, heavy and suffocating.

"No," he said flatly, his voice devoid of emotion.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219