The aroma of sawdust and fresh paint was overwhelming. She pulled the curtains shut, trying to shut out the world. The sounds of construction permeated her small apartment, seeping into her very bones. She felt a profound sense of isolation, even within her own home.

She sat on the floor, back against the wall, her legs drawn up to her chest. She had stopped eating, and the dull ache in her stomach was a constant reminder of her neglect. She closed her eyes and willed the noise to stop, just for a moment, to give her a chance to breathe.

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