The scent of lavender, her mother’s favorite, clung to the pages of the composition books. Emily choked back a sob. It had been three months since the funeral, and the task of clearing out her mother's house was proving unbearable. Each carefully saved drawing, each painstakingly corrected spelling test, felt like a fresh wound.

She traced the dotted lines of her first attempt at cursive. She remembered the frustration, the impatience, the tantrums she’d thrown when learning. Her mother had patiently guided her, always believing, always encouraging, even when Emily had been at her most difficult.

A single tear slipped down her cheek, landing on a page filled with doodles of hearts. She had been so blind. So selfish. She felt a burning need, a desperate craving for a chance to go back.

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