Rain lashed against the corrugated iron roof of the shed as Elias pried the rusty lid off the metal box. He should be inside, getting ready for the community barbecue tomorrow, but the discovery had rooted him to this spot. He’d unearthed the thing while clearing weeds from his grandmother's neglected rose garden. Now, the contents spilled before him: a faded photograph of him, a boy no older than ten, grinning gap-toothed, holding a chipped plastic dinosaur; a scribbled note, barely legible, which he felt no urge to read; and a half-eaten lollipop. His stomach twisted. He slammed the lid back down. He needed to be alone.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242