He picked at the loose threads on the couch cushion. His hands trembled. The interview hadn't gone well, not at all. He knew it before he even left the building. He'd been failing for months.

His mother came in, her face etched with concern. She offered him a hug, which he couldn't bring himself to accept. His father would be home soon. He never knew what to say, and didn't know if he could cope.

He retreated to his room and lay on his back, staring at the ceiling. He felt like a burden, a weight. He just wanted to vanish.

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