The rain hammered against the bus window, mirroring the relentless rhythm of disappointment inside him. He slouched lower in his seat, the cheap vinyl digging into his back. The bus radio, usually a source of cheerful noise, was now a taunting presence. Then it hit him. *His* song. Not his version, but a slick, polished cover. The singer's voice, devoid of the grit and vulnerability he’d poured into it, floated through the speakers. He curled his fingers into fists, the knuckles white against his jeans. He stared at his reflection, a blurry stranger in the glass, and a wave of something akin to shame washed over him. He felt hollowed out.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.604
L0.549
😞0.382
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288