The news had hit him like a physical blow. His daughter, Olivia, had decided to become a Wiccan. He felt the familiar sting of frustration rise as he watched her dance in the backyard under the moon. He felt he had failed as a father.

He went inside and slumped onto the couch. He sat and stared at the dark, empty fireplace, a symbol of the warmth and connection that he felt had vanished. He thought of all the years he had tried to guide her, the things he had said. He knew he should have been supportive, but all he felt now was a deep, unsettling emptiness.

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