The realtor had mentioned a "storage space" tucked away under the staircase, but Sarah hadn't expected this. The door, cleverly disguised as a section of paneling, swung inward with a faint creak, revealing a tiny room filled with cobwebs and forgotten objects. The air felt heavy, like a humid blanket. Inside, a single chair sat facing a bare, white wall. She’d always struggled to know the right thing to do. She never meant for things to go this way.

Her stomach churned. She looked away from the chair. She whispered under her breath, "I’m sorry."

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