The garage was cold, the air thick with the scent of motor oil and sawdust. Michael leaned against his car, the laptop resting precariously on the hood. He'd spent the last few hours poring over his son's secret account, each post a fresh wound.

He ran a hand across his face, his skin rough and unkempt. The revelation had stolen his appetite. He felt a deep sense of inadequacy, a weight he couldn't seem to shake.

He looked at his tools, his hands itching to grab them. He wanted to fix something, to rebuild, to somehow make things right. He was afraid to move.

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