Maya had meticulously crafted a false persona for Mark. She was "Melody," a globe-trotting artist with a passion for extreme sports. He, on the other hand, knew her as Maya, a librarian with a love for crossword puzzles and quiet evenings. Now, here he was, staring at her in the produce section of the grocery store, holding a box of instant ramen. His cheeks burned.

He tried to subtly duck behind a stack of watermelons, hoping she wouldn't notice him. He felt the familiar weight of deceit in his stomach. He’d told her he was backpacking through Europe.

"Mark?" she called out, her voice filled with polite surprise. He turned, the plastic ramen box feeling suddenly heavy and ridiculous in his hand. He mumbled a greeting, wishing he could evaporate.

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