The email sat in the inbox, a digital grenade. Sarah clicked it open, the fluorescent glow of the screen reflecting in her widened eyes. "Likely relationship: Parent/Child." Her breath hitched. She slammed the laptop shut, the metallic clang echoing in the otherwise quiet house. She paced, her strides frantic, nails digging into her palms.

She ripped the framed family photo from the wall, the glass shattering as it hit the floor. Her parents, smiling obliviously back at her, their faces now a constellation of tiny cracks. She wanted to scream, to dismantle everything she'd ever known.

A vase, a porcelain swan her grandmother had given her, became the next victim, splintering against the hardwood. The silence that followed, punctuated only by the hammering of her own heart, was the worst part. It amplified the hollowness blooming in her chest.

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