The tiny notebook lay open on the kitchen counter, its pages filled with neat, unfamiliar characters. She recognized them instantly: Cyrillic. Elena. Her own name, in a script she hadn’t used in years. Michael was humming softly, stirring a pot on the stove. He looked up, a shy smile gracing his face. "Доброе утро," he said, his pronunciation surprisingly good.

She felt a wave of nausea. All the secrets she'd kept, the stories she'd buried. The memories that she hadn't wanted to share. The weight of her silence pressed down on her, making it hard to breathe. He had been trying to understand her, and she had pushed him away.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285