The laptop screen pulsed with an accusatory light. Clara had stumbled upon it while looking for a charger. The title – *The Unraveling of Clara* – slammed into her like a physical blow. Her fingers, usually quick and deft, fumbled as she clicked open the file. Lines upon lines described her, her habits, her flaws, all dissected with clinical precision by the man who vowed to love her. She felt her face flush, heat prickling at her skin. She closed the laptop with a snap, the click echoing in the suddenly silent apartment. She wouldn't look at him when he returned.

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