The bright, cheerful card felt out of place. It was another thing to deal with, like the mounting bills and the constant pressure. The smile plastered on the cartoon character seemed mocking.

He tossed the card onto the counter next to his car keys, feeling the familiar weight of frustration. He felt he’d been let down, time and again. Each day was a chore and the idea of celebration was repulsive.

He avoided eye contact with everyone. His shoulders were slumped, his gait slow and heavy. He sat at the table, alone, staring into space, unable to shake the feeling of being cheated.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210