“Another one?” Claire’s partner, Leo, asked, his voice laced with concern. He knew the look on Claire’s face – the tight jaw, the narrowed eyes. The letter, tucked behind the kitchen clock, felt like a tiny, mocking presence. Twenty-two years had passed since the incident that had ripped her family apart, and it was her sister who was apologizing. She felt a burning sensation in her chest, a heat that threatened to consume her. She took a deep breath, fighting the urge to tear the letter to shreds. The need to respond was almost painful. She sat, still, staring at the clock.

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