The new house was supposed to be a fresh start for Thomas. A place to rebuild. But he couldn’t shake the feeling of being watched. He kept the curtains drawn, even on sunny days. He jumped at every noise. His appetite vanished and he started taking naps during the day. He tried to ignore the subtle details that now seemed significant, like the strange stain on the living room carpet. The discovery of the house's past had created a shadow over his present, making him feel like he was inhabiting someone else’s nightmare. He found himself drawn to the kitchen, where he would repeatedly check the stove and the taps.

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