The aroma of burnt coffee filled the air, a testament to Susan's distracted state. She’d been staring at the screen for hours, a digital abyss filled with her daughter's secrets. Her stomach churned.

She rose from her chair, her legs unsteady. The house felt alien, the familiar surroundings now tinged with a sense of unease. She reached for her coat and walked out the front door.

She sat on the front porch step, the cool air doing little to soothe the turmoil within. She felt numb, adrift in a sea of unspoken emotions.

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