The list, typed on a faded typewriter, was clipped to a recipe for apple pie. *Write a novel.* Emily felt a jolt. Her mother had always been a voracious reader, but she had never known she dreamt of writing herself. She remembered all the arguments, all the disagreements. She had been so selfish.

She started writing. It was a struggle. The words felt clumsy, the plot clunky. She pushed through the self-doubt, fueled by a desire to honor her mother’s unspoken ambition. She felt her mother's presence with every typed word, with every failed attempt. The pages she created were a testament to her regrets.

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