He stared at the blueprints, his gaze blurring the lines. The fence design looked so clean, so functional. And yet, each stroke felt like a deliberate cut. He’d justified it with property lines and security.

His wife, Maria, had been the one to initially suggest it. “It would be lovely to have a little privacy,” she had said, gazing at the vacant lot next door. Now, the fence stood, a stark divider.

He ran a hand through his hair, the metal of the ruler pressing a cold indent into his palm. He’d promised to help build it, but now he couldn't bring himself to even pick up a hammer. The laughter of the children next door, once a welcome background noise, now seemed to mock his isolation.

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