The printout felt like a burning coal in his hands. He'd always considered himself a good husband, a dependable provider. Now, he questioned everything. He stared at the numbers, each digit a testament to years of concealed truths, hidden from his wife, Maria.

The silence of their home amplified his anguish. He thought about their anniversary trip they had just taken. The smiles, the laughter – all of it now seemed tainted, tinged with a bitterness he couldn't swallow.

He heard the distinct sound of Maria’s car pulling into the driveway. He watched the driveway from the window. The door opened and closed. He felt a wave of nausea wash over him.

“Daniel, I’m back!” Maria said, her voice filled with excitement. He braced himself, knowing everything was about to change.

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