The photos were tucked into a cookbook, stained with what looked like coffee and something sweet. The woman in the pictures was her mother, decades younger, vibrant, and kissing a man who wasn't her father. Sarahโ€™s hands trembled as she flipped through the images. The carefully constructed narrative of a perfect, if somewhat dull, marriage crumbled before her eyes. The pleasant warmth of the kitchen, usually a comfort, turned oppressive. She quickly closed the book, wanting to get away from the evidence.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242