"Reunion? Really?" Amy's voice was flat, devoid of any genuine interest. She held the invitation loosely, as if it were contaminated. It was the last thing she wanted, a forced march down memory lane.

The apartment felt small, the walls closing in. She spent the entire day cleaning. She scrubbed the floors, wiped down the windows, and organized her closet. She threw away every item that reminded her of something she did not like.

She wanted to be invisible. She didn't want to see anyone. She found herself lying on her bed, staring at the ceiling, and the emptiness felt very wide.

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