He sat on the edge of the bed, the mattress sinking under his weight. He’d barely slept. The details of his teenage years, once private, were now being scrutinized and ridiculed. He closed his eyes, willing the pain to subside, the feeling of vulnerability to disappear. A deep, hollow ache resonated within him. He was a teenager again, exposed, unprotected. He drew a shuddering breath, his chest constricted. He leaned forward, elbows on his knees, and buried his face 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