The attic door slammed shut behind Martha, the sound echoing in the cramped space. Dust motes danced in the lone ray of sunlight slicing through a crack in the boarded-up window. She kicked a dusty trunk, the metal corners crunching against the floorboards. Inside, carefully folded moth-eaten blankets.

“Seriously?” she spat, her voice thick with disgust. The previous owners, a family she’d always suspected of being utterly clueless, had left all this junk. She ripped open a box overflowing with children's artwork, scribbles and smudges that now seemed like a personal insult.

A vein throbbed in her temple. She grabbed a paint-splattered easel and hurled it against the opposite wall. The wood splintered, the canvas tearing. She took a deep, ragged breath, feeling the heat rise 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