He’d said he was "running late" due to a "work emergency." Now, Sarah saw the "emergency" firsthand. Across the park, under the blossoming cherry trees, stood Mark, arm-in-arm with a woman she’d never seen before. A picnic basket sat between them, identical to the one Sarah had prepared just last week. The fury coursed through her, a burning river.

Her breath hitched. The carefully crafted afternoon with him, the hours spent selecting the perfect wine, felt like a complete betrayal.

Sarah clenched her jaw, feeling a tremor run through her. She felt such an unbearable pressure in her chest. She pivoted and walked away, her pace quickening with each step.

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