The crispness of the letter’s paper felt like an insult against Thomas’s calloused fingers. His father, the man who had always preached the importance of loyalty, of "being a team player," had penned these words. Words of bitter disappointment.

He paced the length of his grandmother's musty room, the draft letter fluttering in his hand like a trapped bird. "…denied opportunity…disregarded contributions…" The blatant injustice stung. His father had always shielded the children. Always portrayed a version of his work life that was sanitized, smooth, and full of triumph.

He felt a burning heat climb his neck. It was a betrayal, not just of the company, but of the values his father had instilled in him. He flung the letter onto the bed and turned away, his breath hitching.

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