The awards ceremony felt like a gilded cage. Maya, nominated for a prestigious literary prize, found herself sitting across from the very author who had stolen from her. The author's smile was too bright, their compliments too effusive.

The journalist had recently exposed the plagiarism. The author of the critically acclaimed novel, "Shadows of the City," had lifted entire passages from Maya's unpublished manuscript. They'd even used some of the same character names.

Maya gripped her champagne flute, her knuckles white. The air conditioning blasted, but she was burning up. She didn't want to be here, to celebrate someone else's achievement. How dare they sit here as if nothing happened?

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