The musty aroma of the second-hand bookstore brought a flicker of comfort to Claire. The shelves, filled with forgotten stories, felt like kindred spirits. She’d selected a worn volume of poetry, hoping to find a brief respite from the mundane weight of everyday responsibilities.

A small, intricately folded note slipped from the pages. It was a poem, penned with a flourish, filled with romantic imagery and soaring declarations of love. It was a letter written by a lover to his lover. Her fingers trembled as she read it, the sweetness of the words clashing with the bitter taste in her own mouth.

She felt a wave of frustration wash over her. She knew the secret of contentment, of joy, of being truly loved. Yet she didn't possess it. The poem felt like a taunt, a reminder of all the beauty she felt she had been denied. Crumpling the paper, she stuffed it back into the book, her heart heavy, and walked out.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210