The newspaper crinkled in Martha’s fist, the glossy picture of “Chef Ricardo’s Spicy Shrimp Scampi” mocking her from the page. Her jaw clenched so hard she thought her teeth might shatter. This was HER recipe, the one she’d painstakingly perfected over thirty years, the one she called “Martha’s Fiery Fusion.”

She slammed the paper onto the kitchen table, scattering crumbs and coffee rings. The aroma of rosemary, usually comforting, now felt like a taunt. Her hands were trembling, and she felt a heat rising in her chest, a burning sensation that threatened to consume her.

“Damn him,” she muttered, her voice raspy. She stalked to the pantry, yanking open the door with a force that sent a jar of pickles tumbling to the floor.

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