He wanted to throw something, anything. His brother’s calm, almost smug, declaration that he was leaving their shared religious background felt like a personal betrayal. The walls of the living room seemed to tilt, the framed family photos on the mantelpiece mocking him with their placid smiles. He took a long, unsteady breath, the air thin and unsatisfying. He stood abruptly, knocking over his coffee table, the contents scattering across the floor. "I need to go for a walk," he choked out, his voice rough.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253