The headline screamed at him from the newspaper: "Local Artist's Life Unveiled in Controversial New Biography." Thomas felt a cold wave wash over him. His carefully constructed life, the one he’d nurtured and protected, exposed. He wanted to scream.

He crumpled the paper in his hands, the newsprint leaving smudges on his skin. He felt a throbbing sensation in his temples. He imagined all the neighbors, all the acquaintances, reading and judging him. His studio, once his sanctuary, now felt like a prison.

He abruptly stood up and began pacing, his footsteps echoing in the silence. He needed to paint, to create something, anything, to channel this feeling into something tangible. But the canvas seemed to mock him, the blank white surface reflecting his inner turmoil.

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