Rain lashed against the windows of the waiting room. Each gust seemed to mirror the frantic drumming in Amelia's chest. She clenched and unclenched her hands, the fabric of her skirt twisting in her grip. Across the room, a magazine lay untouched in her lap. How could she possibly focus on celebrity gossip when *he* was behind that door?

Her appointment was for ten AM. It was 9:57. The grandfather clock in the corner seemed to tick with glacial slowness. A wave of heat washed over her face. She felt an overwhelming need to disappear, to dissolve into the floral wallpaper.

"Amelia?" A familiar voice. Cold, now strangely gentle. It was him. Michael. Her childhood tormentor. Now, a therapist.

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