The bustling marketplace was a symphony of smells and sounds, but for Mark, it was just a reminder of his loss. His handmade soaps, once a local favorite, were now being sold under a different label, his unique scents copied and mass-produced.

He wandered the stalls, his shoulders slumped. He felt an intense fatigue that weighed him down, the effort of walking a considerable struggle. He’d lost his drive, his motivation, his spark. He felt an overwhelming sense of isolation.

He ran a hand through his hair, his eyes scanning the crowd. He was invisible, overlooked, forgotten. He felt as though the world was continuing, oblivious to his anguish.

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