He imagined the conversations, the knowing looks, the comparisons. The fence was going up, and his reputation, so carefully cultivated, would be ruined. He felt a coldness spread through him, a feeling of dread.

He told himself he'd apologize to Ms. Davis, offer to help, do anything to mitigate the damage. But his feet wouldn't move. He couldn't speak. He felt frozen in place, a prisoner of his own shortcomings. He hated the way it made him feel.

He watched the sun set, casting long shadows across his neglected yard. He wanted the ground to open up and swallow him whole. He closed his eyes, hoping when he opened them, it would be a bad dream.

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