The vibrant colors of the decorations and the upbeat music felt aggressively cheerful. It was difficult to breathe, as if the air itself was thick with a mocking energy. Seeing Jason, who hadn’t once apologized for leaving her, was like a slap in the face. He was chatting with the best man, and he looked so… *relaxed*.

She found herself subtly observing him, noting the way he effortlessly engaged in conversation. It was a skill he’d never used on her. Her own responses to the people she was with felt flat, devoid of genuine emotion. She took another gulp of wine, but the alcohol did nothing to soothe the turmoil inside.

She caught his eye, and immediately looked away. Her cheeks burned. She excused herself from the table, claiming a sudden headache, and headed for the restroom.

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