The memory of the paper airplane competition returned. Emily was staring at a box filled with old school projects her mother had pulled out to show her new boyfriend. The memory was linked to the crumpled math test, the terrible grades.

She felt a sharp pain in her chest. Everything in the box was a reminder of something she’d tried to forget. She couldn't look at the evidence of her youthful, often clumsy, attempts to succeed. The idea of her mother sharing all of it with a stranger made her want to crawl into a hole and disappear.

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