The phone rang incessantly, each ring a hammer blow to Ben's head. He knew it was his parents. He refused to answer. He didn't know what to tell them. He was so screwed.

He sat on his bed, the unfinished paper lying open beside him. The words blurred into a meaningless jumble. He had stared at the essay for so long that he could no longer make sense of it.

He felt a tightness in his chest, a sensation of being trapped. The walls of his dorm room seemed to be closing in. He felt a desperate urge to scream, to lash out, to somehow make the anxiety stop.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284