The phone lay discarded on the kitchen counter, its screen cracked from where it had been slammed down. Daniel’s hands were shaking as he poured another glass of whiskey. His parents, those seemingly perfect, always-supportive pillars of his life, had kept this secret hidden for decades.

He felt a searing heat in his chest, a burning resentment that threatened to consume him. He’d never felt so utterly, completely alone. All those years of building a relationship, of forging a bond, felt like a complete and utter waste.

He smashed the glass against the counter, the shards scattering across the tiled surface. The sound of destruction offered a momentary, fleeting sense of satisfaction. Then, the silence returned, heavier and more oppressive than before.

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