The sticky heat of the day pressed down on Emily as she wandered through the yard sale. She had come with her friend, but the noise and the crowds were already making her feel claustrophobic. She felt edgy, out of place. She missed the tranquility of her house.

Then she saw him. Her bear, Bartholomew, was in a box of old stuffed animals. He was in terrible condition. She didn't know whether to scream or laugh.

A dark feeling crawled up her spine. She imagined the hands that had touched him, the children that had played with him. He was a symbol of her life before her. Her life. Her things. Her world.

“How much for him?” she asked, her voice stiff, barely a whisper. The seller, a young boy, shrugged. “A dollar.” She paid, grabbed the bear, and practically ran away.

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