The box felt heavy. Daniel carried it, a strange, sinking sensation in his chest, from the storage room into his own bedroom. He'd found it while helping his father clear out the garage. It was a time capsule of mediocrity, every single pathetic book report, every spelling test, every drawing of a misshapen dog.

He pulled out a crumpled book report, his childish handwriting now seeming grotesque. He hadn’t even realized he'd written his name wrong. He threw it back in the box, the lid banging shut. The room felt suddenly small, the walls closing in. He sat on his bed and stared at the floor.

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