Martha looked at the notification on her phone, "Mark Olsen wants to be friends." A wave of nausea hit her. He was the boy who had spread that awful rumor in eighth grade. She clutched the phone so hard it almost cracked.

She excused herself from the dinner party, claiming a sudden headache. The polite smiles of the other guests felt like a physical pressure on her chest. All she wanted was to be alone. She went out to the patio and stared at the dark trees, a familiar, uncomfortable sensation tightening in her throat.

She knew she should be over it, that it was all in the past. But she couldn't. She felt like that frightened, small teenager all over again.

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