The scent of lavender from the bath salts only served to irritate him. Robert, still in his towel, stared at the incriminating pages. His wife, Maria, had woven her observations of him into a tapestry of words, painting a portrait he didn’t recognize, a version of him that felt… wrong.

He paced the bathroom, his bare feet slapping against the cold tile. He felt a cold dread settle in his stomach. The thought of this, of her, of their whole relationship, was a knot in his chest.

He needed space. He needed air. He went to the window, throwing it open, letting the night air flood the room.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216