The room spun. He had found a photograph of his father, the distant, emotionally unavailable man, holding hands with a smiling child. The child looked like him. The woman, whom he didn't recognise, was laughing. His father had never talked about another child.

He squeezed his eyes shut. The truth, once revealed, was a venomous serpent. All the years of wondering, of feeling inadequate, had suddenly found their answer. He felt a wave of nausea wash over him.

He staggered backward, hitting the wall. He needed air, needed to get out, away from this suffocating revelation.

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