The boarding gate hummed with a deceptive calm. Amelia’s fingers, normally a flurry of activity as she wrote, now lay still, tracing the rough texture of the plastic seat. She hadn't eaten, barely spoken. The delay notice blinked insistently on the screen: “Delayed – Mechanical Issues.” Her best friend's wedding was in five hours.

Her phone vibrated. A text from Sarah: “Where are you? Starting to miss you!” Amelia squeezed her eyes shut, imagining Sarah's bright smile, the joy radiating from her. Guilt gnawed at her stomach. She’d promised to be there, to be a bridesmaid, to help Sarah. Now, the best she could offer was a delayed excuse.

The announcement crackled to life, but she didn’t listen, instead letting out a long, slow breath. The knot in her chest wouldn't loosen.

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