The screen showed the house, glowing in the late afternoon sun. He took a sip of his coffee, the bitterness a poor match for his inner turmoil. He was a bad son.

The agent's description was bland, clinical. It didn't mention the smell of his mother's cooking, or the feel of his father's hand on his shoulder. It didn’t mention the memories he’d abandoned.

He saw the backyard, where he used to play with his dog. He had been so selfish. So short-sighted. He thought of all the birthdays he had missed. All the times he could have been there.

He should have been better. He wasn't. He closed his laptop with a sigh, the silence of the room amplifying his regret.

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