Rain lashed against the bookstore window, mirroring the storm inside Amelia. She clutched the worn copy of "Wuthering Heights" tighter, the cheap paper cold against her skin. A week. A week since she’d snapped at her mother, words like knives. Now, the echoing silence in her mother's empty apartment felt heavier than any rain.

She'd picked up the book at a whim, drawn to the cover's faded blue. Now, the weight of a forgotten life pressed on her. Inside, nestled between pages, a brittle letter. A woman's delicate script, spilling secrets of unrequited love. Amelia traced the faded ink, each word a ghost of emotion. A hollow ache bloomed in her chest.

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