The wedding singer's saccharine rendition of "At Last" made Sarah's teeth ache. Every time Michael's name was mentioned in a toast, she felt a tightening in her jaw. He looked so… at ease. As if their messy breakup had been a minor inconvenience, not a tectonic shift in her life. She clutched her wine glass, the stem digging into her palm.

She watched him from across the dance floor, as he swayed with a woman she didn’t know. The woman was laughing, her head thrown back. Sarah found herself clenching her fists. She felt the heat creeping up her neck. When he caught her eye, she immediately looked away, her heart hammering against her ribs. She couldn’t stand it. This whole evening was a betrayal of everything they once had.

The band started playing a slow song. She excused herself, feigning a need to freshen up in the restroom. Looking at her reflection, she saw a stranger: a tense, pinched face, and eyes that held a storm.

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