β€œAre you sure this is the right place?” Liam asked, his voice barely a whisper. He was standing outside a bustling tattoo convention. Inside, hundreds, maybe thousands, of people were covered in ink. He felt suddenly ill.

He'd spent his life honing his craft, the intricate patterns and abstract designs that defined his work. He’d worked so hard. But now, seeing it worn by someone else, someone anonymous, felt like a violation.

His sister, the only person who knew what was going on, squeezed his arm. He couldn't meet her eyes. He felt a deep, pervasive sense of wrongness, as though he was the one who had committed a transgression.

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