The afternoon sun cast long shadows across the living room as David stared at the offending document. He sat on the floor, the stark white paper looking like a death warrant. His fingers tightened into fists.

He wanted to scream, to break something, to somehow lash out. He felt a deep-seated ache, a hollowness that threatened to swallow him whole. His jaw was locked, his muscles tense.

He rose slowly to his feet, a dark cloud settling over him. He walked to the window and stared out at the world, a world that suddenly felt hostile and unforgiving. He felt the familiar weight of disappointment.

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