He’d lost his job, his partner, and his pride. He spent his days in his childhood bedroom, the posters on the wall a mocking reminder of his former self.

He skipped breakfast. Avoided any opportunity to leave the house. He only went downstairs when he knew he could avoid his parents. He hated the way they looked at him, the way they tiptoed around the subject of his life.

The silence of the house was a comfort, a shield from the world. He was a master of avoidance, but even that felt exhausting. The world was a mess, and he was the biggest mistake of all.

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