He picked up the box, the paper slightly damp from the rain. "For Thomas," the label stated. The previous resident, Thomas, had been a jovial, outgoing man, always quick with a smile and a helping hand. He was the opposite of everything he was.

He carried the package into his apartment, the silence amplifying the thud of his own heartbeat. The weight of the box felt heavy in his hands, a burden he didn't deserve.

Inside, was a box of photographs, a snapshot of memories he would never share, of friends he would never know. He put it away in a drawer, feeling a deep ache that he couldn't name.

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