The car ride home was agonizing. He'd meant to text, "Don't forget the milk," to his wife, but instead it went to… *his ex-wife*. He felt a familiar sense of shame wash over him.

He gripped the steering wheel so tightly his knuckles ached. The road ahead seemed to stretch endlessly. He glanced at the empty passenger seat, a weight settling in his chest.

He took a deep, shaky breath, trying to dispel the feeling of regret that threatened to overwhelm him. The memory of the moment would play again and again in his mind.

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