The seaside air, usually invigorating, felt damp and heavy. Michael walked along the beach, kicking at the sand. His photograph, a haunting portrait of a lighthouse, now adorned the back of a surfer, a blurry image shared online.

He stopped, staring out at the turbulent waves. The joy he once found in capturing moments had vanished. He felt robbed.

He sat on a weathered bench, the salt spray misting his face. He felt useless, and the vastness of the sea seemed to amplify his sense of loss.

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