The empty swing set creaked gently in the twilight breeze. Sarah watched it from the kitchen window, the warm light of the house a stark contrast to the growing darkness outside. Inside, the dinner she'd prepared was going cold. Her heart felt like a lump of lead.

Her daughter, Emily, had built a life online that excluded her. A life she didn't seem to want Sarah to be a part of. The revelation, the harshness of the words she'd found on the secret account, felt like a physical blow.

Sarah picked up a stray toy, a forgotten doll, and held it. The plastic felt cold against her skin. She returned it to the toy bin, her eyes burning, and turned away from the window.

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