The world seemed to shrink around her. Maria stood frozen, the tiny screen of her laptop reflecting her own stricken face. Ten years of marriage. Ten years of shared dreams, shared struggles. And he’d been hiding this. The thought made her want to scream.

She started to pace the small apartment, her steps quick and agitated. The click of her heels on the hardwood floor seemed impossibly loud in the suddenly oppressive silence. The air felt thick, difficult to breathe. He thought he could just do that and not tell her?

She texted him, the words practically leaping from her fingers: "Home now. Need to talk. NOW." The knot in her stomach tightened with each passing second, with each unanswered message.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296