The clinking of silverware and the chatter of the guests were a constant, irritating hum in her ears. Seeing Ethan again, after all this time, was like reopening a wound she’d meticulously tried to heal. He was seated at a table across the room, laughing along with his new girlfriend. Her jaw ached with the effort of holding back her true feelings.

She found herself picking at her food, unable to taste anything. Each bite felt like a betrayal of the carefully constructed peace she had built for herself in the past year. She could feel her palms getting sweaty. When he looked in her direction, she quickly looked away.

She made a brief attempt to join in the table's conversations, but her answers came out clipped and short. She ended up pushing her chair back and said she needed some air.

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