He leaned against the wall, trying to create distance between himself and that… that *thing*. It was a suffocating space already, the scent of his cologne clinging to the air like a noxious cloud. He closed his eyes, picturing the open expanse of his apartment, the solitude. He wanted to scream.

"Anything, you know, any idea why it stopped?" Michael asked, a nervous tremor in his voice. Thomas just shrugged, his gaze fixed on the ceiling panel. He wasn’t going to help, not this time. He never helped.

His leg bounced, a frantic pulse against the floor. He focused on his breathing, each inhale a struggle against the rising tide of… something heavy. He wanted to walk away.

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