“I hate your new haircut,” was the text. It was intended for her sister, a brutal assessment of the bangs that had recently appeared on her sister’s face. It went to her sister’s husband.

A chill ran through her. She felt like she'd stepped onto a stage in front of a thousand unforgiving eyes. She pictured her sister’s husband, a man known for his even temper, calmly reading the words.

She imagined the awkward family dinners, the carefully worded conversations. She wanted to run, to hide, to pretend she had never existed.

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