The champagne flutes gleamed under the overhead lights. Emily picked at a stray thread on the tablecloth, her fingers clumsy and fidgety. She'd known Chloe for years, they were practically sisters. Chloe had always said she worked as a freelance writer. Then, at Chloe’s engagement party, Emily overheard a conversation. Chloe was talking about closing a multi-million-dollar deal.

Emily's smile felt brittle, strained. Every word that had ever come out of Chloe's mouth now seemed suspect. The compliments, the shared secrets, the laughter - all of it, potentially a carefully constructed facade. Her chest felt constricted.

She took a deep, shaky breath, and excused herself from the group. The music was too loud, the chatter too enthusiastic. The lavish decorations, the celebration of a life built on… what, exactly? She needed air.

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