The adoption agency’s file was heavy in her lap. Sarah re-read the single sentence: “Parents unknown.” She felt a chill crawl down her spine, the words echoing in her mind. Unknown. She ran her fingers across the stark, black print. A knot tightened in her stomach, making it hard to swallow.

She avoided her friends and family, the well-meaning questions, the concerned looks. They didn't know the truth. Her carefully constructed facade felt like a brittle mask. She stayed in her bedroom for days, the curtains drawn, cocooned in shadows.

The thought of facing her mother, of the disappointment, the confusion, the… the feeling of being a fraud, was unbearable. She had no appetite, no energy, only the crushing weight of this new reality. She'd rather hide than explain. She was better off alone.

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