The ornate doors of "The Grand Emporium," usually grand and welcoming, now stood locked and silent. Liam traced the embossed lettering with his finger, the texture a painful reminder of what he'd lost.

He’d always planned to buy a special gift for his sister there, but he'd procrastinated, putting it off until “later”. Now, "later" was gone, along with the chance to make up for those past missteps.

He leaned against the cold marble, feeling the city breeze whip through the empty street. He never told her he loved her. The heavy silence was a heavy burden, weighing him down.

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