"Wow," she managed, her voice flat, as the news sank in. Across the country. The words hung in the air, a phantom limb that was instantly severed. She looked at Leo, her best friend, whose face was lit up with glee.

She forced a smile and offered congratulations, but inside, a cold wave washed over her. She imagined the future without him, the empty space he would leave behind.

She found herself picking at a loose thread on her jeans, her gaze distant and unfocused. The happy music playing in the background suddenly grated on her nerves. Her stomach ached.

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