The morning sun cast long shadows across the freshly mown lawn. She crouched low, trying to look busy, pretending to inspect a particularly stubborn weed in the flowerbed. Her heart hammered against her ribs, a frantic drumbeat against the stillness. She saw the neighbor's dog, a golden retriever named Sunny, bounding toward her again, tail wagging furiously. She froze, a hot flush creeping up her neck.

She should have closed the gate, she knew. She had seen Sunny slip out yesterday. This time, the gate was wide open, and the little dog was clearly headed right for her. A sigh escaped her lips as she rose and braced herself.

“Sunny, no!” she called out, even though she knew it wouldn't work. The playful pup just continued to approach.

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