He glared at the blinking cursor on his laptop screen. Alex's poker night was on the same day as his, a gathering he had been looking forward to for months. He had picked out his new poker set, the cards feeling cold beneath his fingertips.

He slammed his fist on the table, making the laptop jump. He hated the thought of his friends enjoying themselves with Alex. He imagined the banter, the camaraderie, the laughter. Everything he wanted, and now someone else was taking it.

He ripped up the party invitations he had painstakingly designed. He wanted to scream.

He cancelled the party without a second thought.

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