The discovery was a physical blow, a punch to the gut that stole all the air from his lungs. David leaned against the kitchen counter, his legs feeling weak. His heart hammered against his ribs. He imagined the lies, the careful omissions, the smiles that hid a secret life he was only just discovering.

He stood there for a long time, the silence of the apartment amplifying the turmoil raging inside. When he could stand it no longer, he pulled his phone from his pocket, and started searching for "divorce lawyers near me."

His thumb hovered over a name, but then he quickly put the phone away. He went to the fridge. He took out the ice cream and ate half the tub.

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