The language lessons had become his entire personality, it seemed. At the slightest opportunity, he would pepper their conversations with phrases, hoping, she supposed, for her approval. It was tiring. He'd ordered ingredients for a meal, a dish that held a lot of importance to her, and now he was in the kitchen, experimenting.

She watched, her arms crossed. The scent of cooking filled the air, the same delicious smells that her mother would make. He would turn to her, his face lit up, hoping to be complimented, but she would say nothing. He would eventually become disheartened.

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