The bustling city street was a symphony of sounds, a chaotic mix of car horns, chatter, and music. He walked with his head down, trying to ignore the noise. Then he heard it: the opening bars of his song. It was coming from a street performer, a young woman with a guitar case open in front of her. She sang with a confidence and flair he had never possessed. He stood there, frozen, the vibrant energy of the performance draining the color from his world. He felt as if she was claiming the song for herself. He turned away, disappearing into the crowd, feeling like a ghost.

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
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288