"Just a little something," the realtor had said, a smug look plastered across his face. "A cozy starter home." Lies. All lies. The house was a dilapidated wreck, a money pit. And across the street, the newly-arrived Mr. and Mrs. Sterling had a sprawling mansion, complete with a tennis court and a staff of servants.

Sarah’s shoulders slumped, a weariness that felt bone-deep settling in her. She’d spent the last week scrubbing at mildew, the scent clinging to her like a shroud. She could hear the faint thwack of a tennis ball and the muffled laughter of the Sterlings through the trees.

Her voice caught in her throat. She gripped the chipped counter, knuckles white. They talked about ‘investing’ and ‘property values’ like it was some kind of game, while she worked herself to exhaustion, fighting to keep her tiny home from falling apart. Every new luxury of theirs was a blow, each perfectly-tended flowerbed a personal insult.

She wanted to scream. Instead, she slowly and deliberately turned off the faucet, her breath coming in ragged gasps.

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