The room felt stifling, filled with the aroma of expensive perfume and forced cheer. She watched as Liam moved through the crowd, greeting people with an easy smile. He looked… happy. She clenched her fist. She felt a familiar pressure in her temples. The joy of the wedding felt fake.

She deliberately avoided him, but her eyes kept returning to him. She watched him dance with a woman who was everything she wasn’t – young, carefree, and radiating an energy she had lost long ago. She felt a pang, sharp and sudden, like a physical blow.

She took another sip of wine, the bitterness doing little to numb the feeling in her heart. She excused herself from her table, saying she needed a moment. She felt the need to get as far away from him as possible.

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