"It's just a house, Sarah," Mark had said, trying to reassure her. He didn’t understand. She saw it differently. Now, Sarah couldn't stand to be in the garden, where the police had found the evidence. She felt a phantom weight on her shoulders, the imagined burden of what had happened here. She stopped watering the roses, allowing them to wither and die, a silent, mirroring gesture to her own state of mind. She found herself drawn to the basement, a dark and damp space, filled with unsettling shadows and forgotten things. The only light in her days came from the television, and even there, she mostly watched true crime documentaries.

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