The old house felt colder than usual. Chloe reread the pages, her name appearing often, a character whose choices were often questionable, whose flaws were highlighted. It was her life, but not as she knew it.

A profound hollowness settled in her stomach. She felt the tears welling up, blurring the words before her. She felt exposed, vulnerable.

Daniel, her partner, came into the room. He saw the open book. He didn’t say anything. He just looked at her, his eyes filled with a pain that mirrored her own. He looked away, his hands clasped tightly together. The gesture spoke volumes.

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