The email notification had arrived at breakfast. Chloe hadn’t meant to look, but there it was, a new account alert, and curiosity, a twisting vine, had taken root. Now, staring at the screen, she felt her stomach clench. Her daughter, Maya, portrayed a version of herself so contrary to the girl she knew. A carefree version, full of a vibrancy that had been missing from their home.

Chloe pushed away her untouched plate of eggs. She felt a cold ache in her bones, a feeling like she was missing something essential. She wandered through the house, touching things, looking at familiar objects as if they were alien. A sense of wrongness filled the space. The light through the windows seemed suddenly harsh, unforgiving.

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