The air was thick with the smell of sawdust and decay. He walked through the gutted shell of his childhood home, the exposed rafters of the roof creating an eerie, skeletal landscape. He felt cold, despite the late summer warmth.

He picked his way over the rubble and debris. His feet crunched on broken glass and splintered wood. He stared at the empty space where the living room had been, at the bare studs of the wall where family photographs had once hung. He remembered a dog he loved, his happy memories a shadow of what they used to be.

He found the outline of a child’s drawing on a crumbling section of wall. He traced the faded lines with his finger, a pang of regret squeezing his chest. Why hadn't he visited sooner?

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