The letter lay on the kitchen table, the crisp white paper radiating a silent insult. Her uncle was selling the family farm, including the old, battered tractor that her father had poured his heart and soul into.

He balled the letter up in his fist, the paper crinkling under the pressure. His temples throbbed. He paced the kitchen, the linoleum cold beneath his bare feet. The farm wasn't just land; it was a legacy, a living embodiment of their family history.

He couldn't fathom how his uncle could so easily sever ties to their past. The man had always been detached, but this felt like a betrayal of the deepest kind. He felt a profound sense of anguish that had him wanting to just punch something.

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