The adoption discovery hit Clara like a physical blow. She’d always known she was a bit different, a little off-key from her family’s boisterous musicality. The DNA results explained it. A knot twisted tight in her stomach.

She went for a long walk in the park, the crisp autumn air doing nothing to clear her mind. The rustling leaves seemed to whisper secrets she wasn't privy to. She couldn't shake the feeling of disloyalty, of betraying a family she loved.

The setting sun cast elongated shadows, mirroring her internal state. She imagined the hurt in her mother's eyes, the questions her father would have. The thought made her want to retreat into herself.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264