The building association meeting was a disaster. Clara watched, utterly silent, as the other tenants haggled with the new board. They argued about the paint colors, the landscaping, the gym, but she just wanted to disappear.

She'd been out of work for months, and now she felt like she was a failure. She had nothing to offer. The others had careers, nice cars. She had a mountain of student loans and a tiny apartment she was terrified of losing.

Her chest constricted as the new board members introduced themselves. She made herself small. She felt small. When the meeting ended, she slipped out unnoticed.

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