He felt a pressure building in his chest, a slow, agonizing squeeze. His mother, her face alight with an unsettling serenity, was explaining the tenets of this new faith, the one his brother had decided to embrace. He gripped the armrests of his chair until his knuckles were white, as though he might physically restrain the words from escaping his brother’s mouth. "Peace," his brother kept saying, "inner peace." He wanted to scream. He wanted to shake him until the serenity rattled right out of him. He excused himself, muttering something about needing air, and fled the room, slamming the door behind him.

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