"More yarn, Mom?" Leo asked, his voice bright, holding up a skein of vibrant blue. His mother, Clara, stared at the colourful display, a strange heat flushing her cheeks. Knitting had been her escape, her therapy. Now, her son had taken it over, his hands moving with the grace and speed that she once possessed. Her needles lay discarded on the couch, dusty and untouched, as Leo's creations filled the house. A scarf for him, a hat for her… He offered, she declined. "No, sweetie. I'm… I’m busy," she said, her tone sharper than she intended. She retreated to her bedroom, shutting the door firmly.

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