The concert hall buzzed with anticipation. His music, once confined to his bedroom studio, now filled the grand space. But this wasn’t his music. Someone had taken his recordings, altered them, and claimed them as their own. His fingers, usually dancing across the piano keys, felt numb. The applause, meant to be a celebration, felt hollow, like a cruel joke. He should have backed up the files, should have kept a closer eye. He wanted to scream, to stop the music, but he was silenced by the stolen melody.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301