The photograph, propped up on the mantelpiece, seemed to mock her. Her brother, Michael, beamed back at her, his face radiant with the joy of his new faith in the Church of Scientology. She picked it up, tracing his face with a trembling finger.

Her throat constricted. They had shared everything growing up, every birthday, every disappointment. Now, he was talking about a "clear state" and auditing, concepts that felt alien and distant. She felt disconnected.

She returned the photo to its place, its cheerful image a stark contrast to the emptiness she felt. The room felt suddenly too small, too full of the memories that now felt tainted.

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