The old farmhouse creaked and groaned around her as she explored the attic. Emily found a small, wooden box tucked away in a forgotten corner. Inside, nestled amongst dried flowers and faded ribbons, was a letter. It was written in a child's hand, clearly hers, addressed to her deceased grandmother.

She sat on the floor, the dust motes dancing in the sunlight, and began to read. The letter was filled with childish complaints, about perceived slights, about a lack of attention. The words were simple, yet the impact was devastating.

A lump formed in her throat. She looked at the floor. She saw the image of her grandmother. The letter was a reminder of all the times she had been thoughtless, all the times she had taken her grandmother's love for granted. The weight of that realization settled upon her like a shroud.

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