It was a beautiful house, a grand old mansion. He'd always wanted a place like this, but now, he couldn't enjoy it. The news report had described the scene in vivid detail. A bloody mess. A struggle.

He had spent the day in the garden, planting flowers, trying to make the space beautiful. But it didn't work. Each shovel of dirt, a reminder of the secrets buried beneath. He had made a mistake.

He went inside. He couldn't eat. He knew he should call his parents, tell them he was fine, but he couldn't. He looked at the ornate chandelier, the expensive furniture. The house was a prison.

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