He was staring at his laptop, the words on the screen blurring. He, Henry, had poured his heart into writing this email, a carefully crafted message designed to jog her memory, to remind her of everything they had shared. He’d pressed “send” with trembling fingers. The reply had arrived hours later. A polite rejection.

He felt a deep, burning sensation in his gut. His hands clenched. He wanted to scream, to smash his desk, to obliterate the digital ghost that had once been his closest friend. He closed his eyes, took a deep breath, and slammed the laptop shut. The loud crack echoed through the silent apartment.

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