He stared at the vibrant blue of the ocean, the waves a rhythmic reminder of his own brokenness. His feet, heavy with the weight of guilt, sank slightly into the warm sand. The wallet felt alien in his grasp. He didn’t know who it belonged to, just that he'd discovered it tucked inside a park bench, overflowing with money. His own pockets were empty, his bank account a wasteland, after he lost his job. He closed his eyes, the salty air doing little to soothe the ache in his heart.

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