The request arrived just as the phone rang. "Hello?" he answered, his voice unsteady. It was his mother. He abruptly cut the call short. He looked at the request, "Samantha Jones." She was everything he'd been embarrassed of, the girl he'd made fun of.

He sat for several minutes, paralyzed. He felt like a boy again, trapped in his childhood bedroom. He needed to run. He felt the phantom pressure of her laughter, the sting of her words. He needed to be anywhere but where he was.

His palms were suddenly sweating. He got up and walked around the living room, trying to find some form of peace. He decided to watch a movie. He could not concentrate.

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