The flyer on the departmental bulletin board seemed to mock her. "Dr. Evans's Farewell Reception." The words were cheerful, the invitation brightly colored. Sarah felt a coldness creep into her chest.

She’d spent months, even years, working on her thesis, under Dr. Evans's guidance. She had trusted him, confided in him. Now, he was leaving, and she was left with a half-finished project, no real support. She felt a deep-seated weariness.

She avoided the reception. Walking past the department, she saw through the window people laughing. She felt herself withdrawing, unwilling to engage, even just to wave. She turned away, a heavy feeling of resentment weighing her down.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210