It was the anniversary of her father's death, and Maya had promised to go to her mother's. Now, she sat in her car, the engine idling, staring at the published article on her phone. The article that was hers, but not. The knowledge that she'd poured her heart into that piece and it would forever be attributed to another person left her hollow.

She could barely breathe. She felt a deep, profound sense ofโ€ฆ something. She pressed her forehead against the steering wheel, the cool metal a comfort. She felt a need to disappear, to hide from the world, and especially from her mother.

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