The concert hall buzzed with anticipation. He’d promised her, in a romantic text that morning, that tonight would be “unforgettable.” She'd held her breath at the theater, eager to relive a shared favorite memory. When a woman approached and sat down next to her, she said, "Oh, I love this symphony!"

The two women were quickly exchanging stories. They were both there with the same man. When they realized, a profound sense of disgust swept over her. She excused herself, stepping outside into the cool night air.

The concert tickets, the exquisite restaurant reservation, the carefully crafted pretense: all worthless now. The expensive flowers he had bought her the previous week were beginning to feel like a complete waste.

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