The email arrived like a punch to the gut. David, who was sitting at his computer, felt the blood drain from his face. His cheeks were flushed and hot. He leaned back in his chair, his hands involuntarily clenching into fists on the desk.

He felt a sudden urge to break something, to destroy the evidence of his failure. He grabbed a nearby pen and snapped it in two, the plastic splintering with a satisfying crack.

He stood up, his legs shaky. He needed air, needed to get away from the sterile environment of his room. He stormed out, the door slamming shut behind him.

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