He threw the letter onto the table, the paper fluttering to the floor. "Opportunity of a lifetime," the words seemed to sneer at him. Daniel felt a coldness creep over him, starting in his toes and spreading upwards. Across the country… and he hadn’t even known.

His jaw clenched. He pictured Ethan, his best friend, already packing, already planning his new life. His life, without him. The betrayal, sharp and sudden, triggered a deep ache in his chest.

He kicked the chair across the room, the wood cracking against the wall. He wanted to break something, to destroy something. He wanted to make someone feel the searing pain that he was feeling. He wanted Ethan to *see* what he was doing.

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