The lilies arrived at precisely the wrong time. Just as she was finally, maybe, starting to feel okay. The scent, cloying and sweet, already turned her stomach. She slammed the vase down on the kitchen counter, the glass rattling. No card. Of course. Another anonymous offering, another silent demand for… what? Forgiveness? Understanding? Neither was forthcoming. She considered tossing them in the bin, but a stubborn streak, the one that always kept her going, made her fill them with water. Let them die slowly, she thought. Like everything else.

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