He picked up the phone, ready to vent to his best friend, but stopped himself. Instead, he slammed the receiver back down. The planned surprise, the culmination of weeks of planning, was gone. The carefully crafted decorations now looked pathetic. He started to pace the living room, a restless energy coursing through him. He stopped at the window and stared out, searching the familiar cityscape for something, anything, to alleviate the pressure building inside. Finding nothing, he turned away, his jaw clenched.

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