He stared at his grandmother, her wrinkled face glowing with newfound conviction. Her announcement, delivered with such unwavering faith, had struck him like a physical blow. He felt a throbbing ache behind his eyes, a sensation like a tightening band. His throat constricted, making it difficult to breathe. The air felt heavy, laden with the weight of her decision. He wanted to argue, to debate, to dismantle the ridiculous beliefs she now espoused. But he held his tongue, his face contorted into a mask of forced calm.

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