He paced her apartment, the hardwood floor creaking under each stride. Sunlight streamed in, illuminating the dust motes dancing in the air, but all she saw was red. Her sister, Sarah, had called, gushing about Lily's new “friend.” The drawings – the *awful* drawings – had been sent by text. This time, Barnaby had a top hat. The audacity of it, the sheer *nerve* of that…thing.

She’d spent hours yesterday trying to find the old box of childhood keepsakes, the one with the tattered stuffed animal, the one she burned years ago. The empty box mocked her. She had a sudden, violent urge to break something, to tear down the walls. A headache throbbed behind her eyes, a relentless drumbeat against her skull.

Her jaw clenched as she called Sarah back, her tone sharp and clipped. "Lily needs therapy. She needs to stop."

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