Her stomach twisted, a dull ache that wouldn't subside. Sarah’s all-day festival was scheduled for the same date as her quiet art exhibit opening. She was never the centre of attention.

She straightened the painting on the wall, a movement performed with unnecessary intensity. She'd painstakingly curated her exhibit, and now it felt diminished. It didn't matter how hard she worked.

She felt a strange and heavy weight upon her. The thought of competing for attention with Sarah’s spectacle was unbearable. Her own party felt small, insignificant.

She turned off the lights in the gallery, the shadows seeming to mock her.

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