The email sat in the inbox, a digital serpent, coiled and ready to strike. Elias clicked on it, his heart hammering a furious rhythm against his ribs. Rejection. He felt his jaw tighten, the muscles in his face locking into a rigid mask. He balled his hands into fists, nails digging crescents into his palms. He should have known. He’d poured his soul into the application, sacrificed countless hours, and for what? To be dismissed with a polite, impersonal form letter. He slammed his laptop shut, the sound echoing in the silent apartment.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285