The dim light of the darkroom felt even more oppressive than usual. Michael, squinting, watched his son, Sam, carefully develop a photograph. Photography had been Michael’s sanctuary, his way of seeing the world. But Sam's talent was undeniable; his images, crisp, evocative, and far superior to Michael's own. He felt a familiar, unwelcome tightening in his chest. The chemicals, once a source of fascination, now seemed to sting his nostrils. He needed to get out, to breathe. "Looks good, kid," he mumbled, backing away from the developing tray. He was gone before Sam could respond.

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