He sat slumped in the worn armchair, the velvet rubbing against his skin like sandpaper. The auctioneer’s voice, a monotonous drone, filled the cavernous room. Each bid, a hammer blow to his soul. The antique rocking horse, his childhood companion, gleamed under the spotlights, its paint chipped and faded, yet still possessing the ghost of his youthful laughter. He watched, unable to look away, as the price climbed. His stomach churned with a mixture of nausea and rage. The room seemed to shrink, the voices becoming a distant, meaningless hum. He clenched his fists, knuckles white, as the gavel fell.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229