The coffee shop was her usual refuge, but today, it felt like a prison. Sarah scanned the newspaper, her blood running cold. There it was: the feature article on sustainable energy, under Michael’s name. Michael, the golden boy, the one with the easy smile and the knack for taking credit.

She felt a tremor in her hands as she gripped the paper. The pleasant aroma of coffee and pastries did nothing to soothe the sudden wave of nausea. Her heart thudded a frantic rhythm against her ribs. She couldn't breathe.

She abruptly stood, scattering sugar packets across the table. Her abrupt departure shocked the other patrons. Outside, the bright morning felt suffocating, and the city, which she once loved, appeared to sneer at her with it's busy streets.

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
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210