He stared at the drawing his nephew, Mark, had made. It was of a creature with glowing eyes and razor-sharp teeth. It looked just like the "Shadow Beast" he was convinced lived under his bed.

The room suddenly seemed too small, the air thick and heavy. He felt a sudden, overwhelming urge to flee. He could feel his hands beginning to tremble. He avoided eye contact, forcing himself to smile.

He muttered something about needing to check on dinner and quickly made his way to the kitchen, seeking refuge from the unwelcome reminder of his past. The drawing seemed to burn into his memory.

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