The air conditioning hummed loudly, a stark contrast to the stifling heat that crept up Amelia's neck. She looked across the crowded food court and found Ethan, flipping burgers. Ethan, the renowned art dealer. She felt a profound sense of unease.

She had told everyone about his work, about the famous artists he knew. She'd allowed herself to feel important, by association. Now, the image of him in a pristine gallery, surrounded by masterpieces, shattered, replaced by the mundane reality of fast food.

Ethan looked up, his face reddening. "Amelia? What a… surprise."

She couldn't speak, her voice lost in the cacophony of the food court. She felt a tightening in her chest, a knot of embarrassment and confusion. Her cheeks burned.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242