It felt like a physical blow. The words on the paper were like punches to her gut. She’d been working so hard, pouring every ounce of energy into making this apartment a home. Now, this. Her throat closed, and she could barely swallow.

She threw the notice onto the kitchen table, the flimsy paper fluttering for a moment before settling. She pushed a chair back from the table with a screech that made her wince. She needed something to soothe her. She reached for a glass and poured a hefty amount of whiskey.

She glared at the bottle before picking up the phone. She dialed her lawyer's number, her fingers trembling. "I need help," she managed to choke out.

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