A tremor ran through David. He stared at the organizational chart pinned to the wall, his own name now relegated to the "Support Services" section. His fingers, usually steady, tapped a frantic rhythm against the desk. He felt a pressure building in his chest, making each breath shallow and unsatisfying. He'd been promised a promotion, a shot at leadership.

"Support Services?" he muttered under his breath, his voice tight. He imagined the endless paperwork, the repetitive tasks, the lack of recognition. He turned away from the chart, his body rigid, and stalked toward the water cooler. As he poured the water, he overfilled the cup, spilling water down the front of his shirt. He didn't even notice.

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