The moment the email notification pinged, Samuel's jaw clenched. His pulse hammered against his ribcage, a frantic drumbeat against the silence of the office. He reread the message, each word a fresh insult. He’d told everyone, made arrangements, even taken a half-day off for “urgent personal matters.” Now, this. He ripped the offending document from his computer, crumpling it into a tight ball. He considered flinging it across the room but stopped short, the act somehow beneath his current state. Instead, he spun his chair away from his desk and stared out the window, his chest constricted.

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