The sunlight sliced through the dusty windows of the spare bedroom, illuminating the letter in Emily’s hands. Her father’s neat, meticulous handwriting formed words that sparked a cold fire within her. He was leaving his high-powered engineering job, stating a desire for more “personal time.”

She traced the loops of his cursive. Personal time? He had never had time for her. Always buried in his work, always distant, always prioritizing the demands of his career over the needs of his own daughter. He'd missed graduations, birthdays, everything.

She tossed the letter onto the bed, the paper landing with a soft thud. It felt like another layer of denial, another refusal to confront the damage he had done. His supposed "personal time" had been at her expense.

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