The key scraped in the lock, a sound that always echoed her grandmother's laughter. Sarah stepped inside, dust motes dancing in the sunbeams that sliced through the grimy windows. She'd been too busy, too career-focused, to visit her in the last years. Now, this house, filled with the ghosts of shared Christmases, was hers. Her brother, David, was already inside, cataloging the antique furniture. He looked up, his face unreadable. "Found the deed," he said, his voice flat. Sarah swallowed, the lump in her throat a constant companion these days.

She moved through the living room, hands tracing the familiar patterns of the floral wallpaper. Each touch was a sting. Her grandmother had always loved this room, its cheerful colours a balm against the grey of the Yorkshire winters. Sarah remembered her own, petty arguments, her insistence on moving to London. She knew her grandmother had been disappointed, but she’d been so absorbed in her own ambitions. The guilt pressed down, heavy and suffocating.

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