The elevator lights flickered, casting long, distorted shadows. He sat on the floor, legs drawn up to his chest, trying to make himself as small as possible. The presence of the man beside him was like a physical weight, pressing down on him.

"You know, this is kind of… funny, right?" the other man said, attempting a laugh. He didn't respond. The laughter felt fake.

His jaw clenched. He felt a deep, abiding sense of… something unwelcome. He focused on the grime on the floor, the peeling paint. He found his hands clenching into fists.

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