The party was a blur. Michael, usually the life of the party, felt like a ghost. He was supposed to be enjoying the launch of his new book, a crime thriller that had been hailed as the next big thing. But the buzz, the excitement, was gone, replaced by a dull ache. The accusations against Blackwood had cast a long shadow.

He kept refilling his drink, the alcohol doing little to soothe the tension in his muscles. People kept congratulating him, but he could barely manage a weak smile. He felt a profound sense of unease, a feeling that he was an imposter.

He slipped away from the party, into the cool night air, the laughter and music fading behind him.

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