The email sat in Eleanor’s inbox, a stark white rectangle against the muted colors of her desktop. She clicked it open, her fingers feeling clumsy, her breath catching in her throat. The subject line, “Regarding Your Father,” seemed to vibrate. The sender, a lawyer, spoke of DNA tests and a previously unknown family member. A sister. Someone she'd never known, who lived just a few towns over.

Her hand trembled as she closed the laptop. The sudden tightness in her chest felt like a vise. She found herself rearranging the meticulously organized spice rack in her kitchen, straightening the jars until they were perfectly aligned, a task she normally found soothing. Today, it only intensified the feeling of unease.

She considered calling her mother, but the thought brought a wave of nausea. The lies, the secrets, the carefully constructed facade of their perfect family—all of it seemed to crumble under the weight of this new information. She went to the bathroom, and stared at herself in the mirror. The way her face had always been, she realized, was a lie.

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