She'd bragged to her friends, she'd announced it to everyone who would listen. Her novel, finally, would be a published work. The contract had seemed so real. Now, a simple email was a wrecking ball.

She had to go to the grocery store. Walking down the aisle, she avoided eye contact with her neighbors. She knew they were expecting to talk about the book. She needed to quickly grab a few things and get out.

She had to remind herself to breathe. The world was suddenly too bright, too loud.

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