“The Daily Grind” was supposed to be a regular stop for Emily. She’d always intended to keep going, to continue enjoying her daily latte and chatting with the barista, Mark. Then, life happened. Work became more demanding, social engagements took over, and she'd been skipping it. Now the shop was shutting down.

Standing outside, she found herself tracing the outline of the closed sign. The familiar knot in her stomach tightened as she thought about Mark. They had always been friendly, and the last time she'd been there, she'd been curt, in a rush. She had forgotten to tip him.

She felt a hollowness, a sense of having let something slip through her fingers, something precious, that would never return.

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