He’d almost made it. Mark had almost finished painting the fence, but just as he put his brush down, he saw the border collie from next door weaving its way through the gap. He groaned internally. He knew the drill.

He let out a long, slow breath as he set down his brush. His muscles felt tight, and his stomach churned with a mixture of annoyance and some other, indefinable feeling.

He walked towards the fence, the air now feeling thick with the weight of the day, his progress stalled and his energy dwindling. The dog, oblivious, barked playfully, as it began to inspect the freshly painted fence.

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