The hum of the refrigerator seemed deafening to Clara. The diary, her sanctuary, lay open on the desk. She knew her roommate, Olivia, had read it. She could feel it in the way Olivia had been avoiding her all day, in the stiff silence that hung in the air.

She hadn't realized that the words she wrote could be so easily stolen. The weight was unbearable. The world had gone gray, and even the simple things felt like a challenge.

She heard a soft knock. "Clara?" Olivia’s voice, a bare whisper, drifted in.

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