The small concert hall was packed. The music swelled, a familiar melody, a composition that had flowed from her very being. Only the composer's name on the program was not hers. The air in the room seemed to press against her, heavy and suffocating.

She had spent years perfecting her craft, honing her musical voice. Now, it was being used, celebrated, and yet, completely anonymous. She felt a burning ache in her chest.

She rose to her feet, her hands trembling. The applause washed over her, a wave of sound she couldn't share in. She slipped out into the night, the music still echoing in her ears, each note a reminder of her lost identity.

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