Rain lashed against the windows, mirroring the tempest inside Amelia. The sleek, modern apartment felt suddenly too big, too empty. The letter, delivered by a messenger, lay open on the pristine white countertop. It was from Mark, from the university, from a lifetime ago. A lifetime she’d worked to forget.

She ran a hand through her hair, a nervous gesture she hadn't realized she still employed. The words blurred before her eyes, but the implication was crystal clear. She'd betrayed him, and now, years later, the truth had finally found her.

The familiar knot tightened in her stomach, a physical manifestation of her regret. She was suddenly desperate to be small, to disappear into the sleek anonymity of her surroundings.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242