The intricately woven rug, a gift from his grandfather, lay rolled up in the back of the car. Liam, slumped in the driver's seat, could feel the heat creeping up his neck. It was a tangible piece of his heritage, a reminder of his family's history and sacrifices.

He stared at the pawn shop, its garish neon sign a beacon of shame in the fading light. He felt a profound sense of inadequacy, as if he were somehow diminishing the rug's inherent value. The thought of what his grandfather would say sent a shiver down his spine.

He took a deep, ragged breath. He hated what he was about to do.

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