The chipped mug felt heavy in Amelia's hand as she stared at Liam. His easy smile, the one she’d fallen for, now seemed… fabricated. Across the tiny, candlelit table, the same smile was directed at a woman named Chloe. Amelia had arrived at the restaurant, giddy with anticipation for their anniversary dinner. Chloe, arriving moments later, looked equally expectant. It was the same restaurant they’d frequented, the same specific booth they always requested. A knot tightened in Amelia's stomach.

The waiter, oblivious, placed a bottle of champagne between them. "Happy anniversary," he chirped, before scurrying away. The bubbles in the champagne suddenly felt mocking.

Amelia’s fingers tightened on the mug, knuckles white. She watched Liam’s face, searching for any flicker of discomfort. Finding none, she drained her coffee in one gulp, the bitterness a suitable counterpoint to the saccharine scene unfolding before her. She set the mug down with a deliberate clatter.

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