Sarah’s stomach churned as she signed the permission slip. Mrs. Gable. It had been Mrs. Gable, too. She hadn’t thought about the woman in decades, the memory filed away under “Difficult Years, Avoid Recalling.” Now, her daughter Lily would be subjected to the same rigid rules, the same clipped criticisms. Sarah clenched her jaw, the paper crinkling in her hand. A wave of guilt washed over her as she thought of all the times she’d rolled her eyes at her own mother, dismissing her concerns about school.

The walk home felt heavier than usual. Lily chattered about the classroom, the art projects, the exciting things she’d learn. Each excited word was a tiny jab to Sarah's conscience. She felt inadequate. She felt like she'd failed her daughter before the school year even began. How could she protect Lily from something she herself had never recovered from?

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