The silence of her apartment felt oppressive. She'd always found solace in the quietude, but now, it felt laced with a thick, suffocating tension. The announcement’s sterile language, offering “new opportunities,” rang in her ears with a false cheer.

She stalked through the rooms, picking up objects and putting them down again, unable to find a single point of focus. The antique clock on the mantelpiece ticked loudly, each second a painful reminder of time slipping away, of the stability she was losing.

She ripped a picture off the wall, a photograph of her and her best friend, laughing in a park. The glass shattered, cutting her finger. She barely noticed the sting.

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