Sarah avoided eye contact with her reflection in the glass of the coffee shop. The "smart-cup," her brainchild, sat unfinished on her kitchen counter, a testament to her creative spark. But the design, the concept, all of it…she'd seen it before, weeks ago, in a trade magazine. The article, the name of the inventor – it all swam in her memory, haunting her like a phantom limb. She clutched her lukewarm latte, the paper cup twisting in her grasp. The warmth offered no solace against the growing chill that had settled deep within 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