He’d always idolized Eleanor Vance. Her prose, her characters, her *voice*—it resonated with him on a cellular level. Now, reading the side-by-side comparison online, a cold dread spread through Mark. His shoulders slumped, his jaw locked. He felt a profound sense of violation.

He gripped the armrests of his chair until his knuckles were white. The room swam a little. He tasted bile in the back of his throat. He had spent years, years, crafting his own manuscript, pouring his heart and soul into it. He now considered it tainted.

He wanted to scream. He wanted to break something. Instead, he just stared at the screen, the evidence of his hero's betrayal laid bare, and a heavy silence descended, filled only with the furious beating of his own heart.

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