“Fifty-thousand dollars,” muttered Emily, rereading the figures on her phone screen. Her husband, Thomas, had never mentioned anything about this money. Her breath hitched. She had been foolish, she realized.

She wandered aimlessly through the house. She’d been so busy, preoccupied with her own problems. She felt the weight of her negligence now, heavy and suffocating.

She sank into the sofa, the cushions doing little to absorb the tremor that ran through her. The world felt too loud, her thoughts too chaotic. She didn't want to think about anything but she could not stop.

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