From the moment he saw the tweet, David's chest felt constricted, as if a vise had tightened around him. He reread the accusations, the screenshots, the meticulously crafted parallels between his unpublished screenplay and Olivia Hayes’ new movie. His stomach twisted.

He threw his phone onto the couch with a force that made it bounce. He rubbed his face with both hands, trying to calm the storm raging inside. It was a futile gesture.

"She... she *stole* my story," he whispered, the words tasting like ash. He spent the next hour pacing his apartment, muttering under his breath, occasionally kicking at the rug.

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