The discovery had stripped away the joy from Richard's life. He began to avoid the local shops and even tried to avoid seeing his own reflection. He couldn’t look at the house without remembering the news stories. He thought about the victim constantly, imagining their last moments. He tried to distract himself with work, but his thoughts would drift, and he’d find himself staring out the window, lost in a sea of unspoken emotions. He thought about selling the house but he couldn't. He thought about the victim's family, imagining their pain.

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