He slammed the car door a little harder than necessary. The radio, still playing the station that had butchered his song, blared a polished, pop rendition of his raw, heartfelt ballad. He fumbled with the dial, switching stations, but the echo of it, the pristine, soulless take on "Fallen Leaves," persisted in his head. His jaw clenched. He’d poured his heart out when he wrote it, staying up nights, losing himself in the lyrics. Now, a manufactured voice, devoid of any genuine feeling, was earning someone else a paycheck on his artistry. He felt a creeping ache in his chest, a tight coil that threatened to unravel.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210