The keys felt heavy in Thomas’ hand. He hated this. His sister, Emily, was already talking about restoring the original hardwood floors.

“I’ve always loved this place,” she gushed, her eyes bright with nostalgia.

He wanted to throw the keys. She had the time, the resources, the inclination. He felt a dull ache in his temples. He was working overtime, trying to keep his head above water. This was just another weight, another thing to worry about.

She was already sketching ideas on a notepad. He wished he could just vanish.

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