A tremor ran through Roger's hands as he watched his son, Tom, perfectly place his chess pieces, studying the board with an unsettling intensity. Tom, who had never cared about the game, had now surpassed Roger's skill level in a matter of months. His own mastery, the years of practice, the tournaments he had played. They were now rendered… insignificant. The boy had absorbed it all, the knowledge, the strategy, the quiet focus, with a disconcerting ease. He felt a throbbing sensation in his temples.

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