"High School Reunion," Brenda muttered to herself, the words tasting like ash. The envelope was a splash of bright color against the drabness of her kitchen counter. She hadn't kept in touch with anyone from Riverwood High.

She reached for the scissors. She considered simply discarding the invitation, but instead, she ran her fingers over the smooth surface of the paper. She was keenly aware of the dust motes dancing in the sunbeam that cut through the room.

The thought of facing those faces, the judgments, the inevitable comparisons… it made her stomach clench. She felt a deep, persistent ache in her chest, a familiar sensation she'd grown accustomed to. She tossed the invitation in the recycling bin and went to the back yard to tend to her wilting garden.

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