The award ceremony glittered before her, a blinding display of lights and smiles. On the podium stood Professor Davies, accepting the "Innovation in Gastronomy" award for his groundbreaking "Sunrise Sauce." Sarah, in the audience, felt a slow burn start within her. The tartness of the passion fruit, the unexpected kick of ginger… It was her, it was all hers.

Her knuckles were white from clenching her hands so tightly. She wanted to scream, to run, to anything but sit here and applaud. The spotlight on Davies felt like a physical weight, pressing her down. She swallowed hard, her throat suddenly dry. She excused herself, navigating the crowded room with a forced smile, desperate to escape the suffocating air.

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