He cleared his throat, a nervous habit he hadn't realized he had. The silence in the elevator was deafening, only broken by the occasional groan of the cables. He glanced at Emily, his coworker, her face pale in the dim light.

His fingers started tapping a frantic rhythm against his leg, a pace he couldn't control. He checked his watch for the tenth time in as many minutes. Time stretched, each second an eternity. He tried to think of something, anything, to say.

“So… how about that presentation?” he finally blurted out, the words sounding hollow even to his own ears. Emily gave him a curt nod. The smell of stale air and something metallic filled the cramped space. He found his gaze flitting to the emergency phone, then back to the closed doors, as if staring at them might somehow make them open.

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:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284