He was trying to forget. Trying to find something, anything, to distract him. He’d wandered into the yard sale almost by accident. The cacophony of voices and the bright colors seemed to amplify his sense of isolation. Then he saw it: a small, brown bear with a missing eye. It was Pip, the bear he'd loved more than anything.

He remembered the day his sister gave it to him. He remembered the feeling of security. He stood there, frozen, feeling the constriction in his chest. The seller, a man with a tired face, asked if he wanted it. He just nodded and paid, unable to speak, holding the bear in his hands.

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