“How’s life?” he'd asked, with polite interest. The words were a knife twisting in her gut. She remembered the games, the stolen kisses, the summer nights spent talking until dawn. He couldn't even remember her name.

She forced a smile, a fake, brittle thing. The conversation felt like torture. Each passing minute only amplified the ache in her chest.

Later, she found herself staring at her reflection in the bathroom mirror. Her eyes looked dead, empty. That blank stare of his was stuck in her memory, and it would stay with her for a long time.

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