The first draft of her own novel sat unfinished on the kitchen table, a mocking symbol of her inaction. Sarah had abandoned it after the news broke. The author she'd worshiped, the one who'd supposedly inspired her, had stolen a chapter from her, almost word for word.

She paced the kitchen, agitated. The familiar scent of her favorite rosemary candle failed to calm her. The walls seemed to close in, compressing her lungs. All that hard work, the hours spent, the effort, all for… nothing.

She wanted to scream. Instead, she poured herself a glass of wine, then another. The wine, at least, offered the faintest suggestion of ease, a fleeting respite from the churning storm inside.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. 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 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210