The room seemed to shrink. Claire felt like she was suffocating. The report on the screen, detailing how the prolific Iris Thorne had seemingly plagiarized from Claire's unpublished manuscript, swam before her eyes. The sheer audacity of it left her reeling.

She let out a harsh, broken laugh. All the years spent toiling away, crafting characters and worlds, had been for nothing. The words tasted like ash in her mouth.

Claire snatched her phone, then threw it against the wall. She heard the shattering sound, and for a moment, the world felt still. The feeling quickly returned, more intense than before.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290