The invitation sat on Amelia's kitchen counter, a pristine white rectangle taunting her. “Family Reunion,” it declared, and under that, a name she’d never heard: Ethan. Her stomach churned, a cold knot forming in her gut. She flicked it off the counter with a careless swipe of her hand.

Later that evening, while chopping vegetables for dinner, her hand kept slipping, the knife nearly grazing her fingers. The image of the smiling faces in the brochure for the family reunion, all supposedly connected to *her* family, flashed in her mind. Did they even know she existed? Or was she, as always, an afterthought?

She threw the carrot pieces into the pan with unnecessary force, the sound echoing in the otherwise quiet kitchen. “Just another thing to deal with,” she muttered, her voice tight. The steam from the vegetables seemed to cling to her face, a damp, unwelcome presence.

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