The old bookshop felt comforting to Amelia, an oasis from the harsh realities of her life. She was looking for a distraction, a brief escape from the never-ending parade of disappointment that trailed her. She chose a well-worn copy of *Jane Eyre*. A slip of paper, folded precisely in half, fell out.

The note was a thank you card. It was short, sweet, filled with expressions of gratitude. Gratitude for a kindness rendered, for help given. Amelia felt the corners of her mouth twitch downwards. It took a while before her face softened, and eventually her lips curled up into a frown.

She re-read the words, the casual generosity of the sentiment echoing in her ears. Where was *her* gratitude? The words felt like a judgment. She felt a sharp pang of envy. Folding the note, she carefully placed it back into the book, then slammed the cover shut, and left.

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