He hated the sound of the trombone. It was the instrument the band director was asking him to learn. After years of mastering the trumpet, he was being told his lip wasn’t strong enough for the high notes. "The trombone is a better fit for your overall sound," the director had chirped, oblivious to the fact that his trumpet was his pride.

He felt a deep sense of irritation. The brass section was loud, cacophonous. He fumbled with the slide, the notes wobbling and uncertain. During practice, he slouched in his chair, his usual enthusiasm gone. He stopped talking to the other trumpet players. Each time he saw his old trumpet case he wanted to cry. His heart sank with every slide-out, every out-of-tune blare.

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