The aroma of freshly brewed coffee did nothing to soothe the tension in Eleanor’s body. She sat across from Chloe, who was supposedly a ‘junior executive’ at a publishing house. Chloe was wearing a tailored suit, and her hair was perfectly coiffed. Eleanor had just worked a night shift at the hospital. Chloe was describing the ‘stress’ of her job.

Eleanor listened, her jaw clenched. She felt a burning sensation in her chest. She had seen Chloe at several expensive restaurants and clubs.

She looked at her own work-worn hands, the contrast stark and painful.

Chloe ordered another expensive coffee. Eleanor kept silent, she was already late for her shift.

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