The damp air of the storage unit settled around Eleanor as she read the letter. It was written to her sister, a searing indictment of their fractured relationship. She’d drafted it when they were both still teenagers. The sheer force of her own bitterness made her stomach churn.

Her hands shook as she folded the letter back into its envelope. She wanted to erase it from existence. She did not want to see it again. The words were a monument to a younger self she despised.

She grabbed the box it was in, and swiftly carried it to the back.

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