The room seemed to shrink, the walls closing in. He stared, wide-eyed, as his daughter, his only child, spoke about finding “truth” in a religion he considered utterly ridiculous. A vein pulsed in his forehead. He gripped the edge of the kitchen counter, the cool granite a small anchor in the rising storm of his feelings. He wanted to rip the prayer beads from her hands, to scream at her, to force her to see the absurdity of it all. He bit down hard on the inside of his cheek, tasting blood.

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