The demo video. He’d watched it a dozen times, each viewing a fresh wound. The competitor's flawless execution. The seamless presentation. His stomach churned.

He sat in the chair, frozen, unable to look away from the screen. His mouth was dry, his throat constricted. His fingers drummed a frantic rhythm on the table. It was almost a physical ache, a sense of loss that left him feeling completely depleted.

He stood up suddenly, his legs shaky beneath him. He grabbed his coat and fled the room. He needed space, desperately. A chance to breathe.

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