The upscale restaurant’s clinking glasses and hushed conversations felt like a personal insult. James stared down at his untouched plate of pasta. Across from him, the woman, Chloe, was silent, her fingers tracing patterns on the white tablecloth. He could practically feel the judgment radiating from her.

He knew he should have been more careful. He had told both Chloe and another woman, Sarah, the same things, shared the same dreams. He felt the words of his lies echo in his head. The waiter asked if everything was alright, and James could only shake his head. He knew the cost of everything.

He wanted to crawl into a hole.

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