The evidence was undeniable, a string of messages on her daughter’s, Chloe’s, hidden account. Sarah felt her face flush, heat coursing through her body. Chloe was talking to someone she didn't know, someone she hadn’t approved. She felt a burning sensation, a need to run away, to hide.

She paced the living room, agitated, bumping into furniture. Her hands clenched and unclenched. She didn’t want to face Chloe, to confront her. She found herself cleaning the house, scrubbing, dusting, polishing, anything to avoid the inevitable. She wanted to erase the situation, but the truth remained.

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