The attic was a mausoleum of forgotten things. Sarah climbed the creaking stairs, a flashlight beam cutting through the gloom. Each box she opened, each item she unearthed, was a painful reminder. A child's drawing, a worn teddy bear, a stack of letters tied with a faded ribbon. She'd been too caught up in her own life, too self-absorbed.

She found her grandmother's collection of handwritten recipes, the ink faded, the paper brittle. She traced the loops of her grandmother’s script, her own cheeks burning with a quiet shame. This woman, who'd poured her heart and soul into creating a home, had been pushed to the periphery.

She squeezed her eyes shut, and felt a single tear escape, tracing a path down her cheek. The dust swirling in the air seemed to amplify the silence.

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