The air crackled with unspoken anger. Her daughter, Jessica, announced her conversion to Judaism. It wasn't the faith itself, it was the abruptness of it. The lack of consideration.

"How could you do this?" she asked, her voice cracking. "After everything? After all our years of family traditions?"

Jessica simply shrugged, her face calm. The nonchalance, that was the thing that truly made her want to destroy something. To *smash*. She gripped the edge of the kitchen counter. Her knuckles were white, her breath shallow.

She pushed away from the counter, trying to find her voice again, to say something, anything. But the words wouldn't come. She simply turned and fled upstairs, slamming the bedroom door so hard the walls vibrated.

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