"Just a quick appraisal, sir," the auctioneer said, his voice jovial. Thomas nodded, unable to meet his eyes. He clutched the faded photograph of his grandfather, a man whose word was his bond, who'd entrusted him with the ancestral pocket watch. Now, he was about to betray that trust.

The room, filled with collectors and enthusiasts, felt like a judgment hall. The weight of their expectant gazes, the subtle nods and murmurs, pressed down on him. He felt as if he were shrinking, becoming invisible in the face of his failing.

The auctioneer held the watch aloft, the gold catching the light. Thomas wanted to scream, to snatch it back, but the words were trapped in his throat.

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