The news had hit Maya like a punch to the gut. She’d felt the initial shock wear off, replaced by a deep, throbbing ache in her chest. She grabbed her phone and crushed it in her grip, knuckles turning white. She felt a burning sensation, a need to scream.

She closed her eyes, trying to force herself to relax. It was no use. She was trapped in the confines of her apartment, and the walls seemed to be closing in.

She opened the door, ready to walk through it, needing the sensation of the wind on her face. He was in this city, and he was not getting away with this.

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