The silence in her apartment was deafening. She’d spent the last hour staring at her bank account, the numbers mocking her. Sarah, barely out of university, was living in a nicer place.

She flicked through social media and saw photos of Sarah at a fancy restaurant. She hadn’t been out to eat in months. The envy burned like acid in her gut.

She wrapped her arms around herself, trying to ward off the chill. The air in the room felt heavy, suffocating. She felt a profound sense of loss.

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