The empty swing set in the backyard seemed to mock David's silence. The laughter of his children, once a source of joy, now grated on his nerves. He felt a deep sense of wrongness. The knowledge of his half-sister, a woman he had never known, cast a shadow over everything.

He sat on the porch steps, the cold concrete seeping into his bones. His wife had asked him to talk, but the words wouldn't come. The setting sun cast long, elongated shadows, as if to highlight the gaping void in his heart. He felt a weight on his chest, a heaviness he couldn't shake.

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