The vibrant colors of the wedding decorations seemed to mock his muted mood. He’d come to support his friend, but the vibrant, energetic scene felt oppressive. He found himself looking for an exit, any escape from the joyous atmosphere.

The moment he saw her, his stomach dropped. She was laughing, her face lit up by the warm glow of the fairy lights. He immediately looked away. The knot in his gut tightened. The waiter offering champagne felt intrusive.

He sought the solitude of the garden, inhaling the scent of roses and freshly cut grass. He leaned against a tree, feeling utterly alone in the middle of a crowd.

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