He stared at the phone, the screen reflecting the dim light of the bar. He’d been trying to orchestrate a surprise, a romantic gesture. He’d composed a sweet, elaborate text message intended for his wife, explaining the details. Instead, he’d accidentally sent it to his boss.

He felt a sudden surge of heat rise in his cheeks. He could hear his boss’s booming laugh already, the ribbing he'd inevitably receive. His palms began to sweat. He pictured the reaction of the entire office.

He drained his glass in one swallow, the bitter liquid doing little to soothe the sudden dryness in his throat. He wished he could just disappear. He pushed his chair away from the table, a feeling of deep unease settling in his stomach.

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