The sun was setting, casting long shadows across the park. Chloe sat on a bench, the letter from her former mentor clutched in her hand. The apology confirmed her worst fears, the doubts that had haunted her for years. The letter named all of her failures and why she felt so down.

She felt a hollowness, a void that had been filled with a cold, heavy presence. The air seemed to thicken, making it difficult to breathe. She wanted to be anywhere but here. She closed her eyes, and the sound of children's laughter seemed to mock her.

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