The sun streamed into the conference room, making Alice squint. She was supposed to be sharing her expertise, the accumulated knowledge of a decade, with her replacement, a woman named Chloe. She felt a deep resistance, a reluctance to give up the power she held.

Her voice was tight. The explanations she provided were convoluted, over-technical, seemingly designed to confuse rather than enlighten. She kept forgetting to mention important details, hoping Chloe would stumble and falter. She was surprised by the bitterness that coursed through her every time Chloe asked a question.

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