"Did you take your medication, dear?" His mother’s voice was laced with a familiar concern that struck a new and unwelcome chord in Ethan. He had. He always did. He used to hate the gentle nagging, the constant questions, but now… now he found them almost unbearable.

He had promised to be better. To be more responsible. To not let this happen. He swallowed hard, pushing back the familiar sting behind his eyes. He focused on the details of the room. The faded floral wallpaper, the worn armchair, the dust motes dancing in the afternoon sun. He took a deep breath.

He knew he was putting her through this. He could feel it in the way she moved, the way she spoke, the way she tried not to look at him directly.

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