Sarah’s stomach churned as she watched Liam enter the common room, a casual wave directed her way. She forced a smile, but it felt brittle, likely as fake as the apology she’d been rehearsing in her head. Sunlight streamed through the window, highlighting dust motes dancing in the air, a stark contrast to the heavy weight settling on her chest.

He didn’t seem to notice her strained expression. He was humming, oblivious, tossing a crumpled soda can into the overflowing trash. She’d seen the telltale spiral notebook propped open on his desk this morning, a page carelessly bookmarked with a pen.

She felt a hot flush creep up her neck. Every word she’d penned in the journal, every secret confession, now potentially exposed. The thought of it made her want to disappear.

“Hey,” Liam said, finally noticing her silence. “Everything alright?” His brow furrowed with concern. She opened her mouth to speak, but the words caught in her throat.

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