The package was small, innocuous-looking. He picked it up, feeling a tremor in his hand. “To the Resident.” Generic. Insulting. He knew it was for the previous occupant. He knew, he just *knew*, and it fueled a bitter resentment.

He brought it inside, setting it down on the counter with a quiet thud. He needed to maintain a semblance of control. He needed to think clearly. The thought of the old tenant, flitting around in some other place, never facing any consequences, made his teeth grind.

He grabbed a knife from the drawer, the blade gleaming under the kitchen light. He considered what he should do, the options whirling in his mind. He opened the package, tearing the contents. A book. A cookbook. He threw it in the trash.

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