The email pinged at 3 AM. He stared at the screen, the blue light harsh against his sleepless eyes. It was from Emily, the girl he’d ghosted after high school. He’d been young, selfish, and desperate to escape their small town. He’d never even explained why he vanished.

His hands shook as he clicked on the message, reading Emily's words of contrition. She confessed she had understood his need to leave, but felt hurt by the lack of explanation. A cold sweat erupted on his forehead. He knew he'd scarred her, that his careless actions had left a mark.

He got out of bed, unable to breathe, and paced his small apartment. The weight of his past pressed down on him. He found himself dialing her number, but hung up after the first ring, a knot tying his tongue. The silence in his apartment screamed.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301