The cold bit at Maria's exposed skin as she hurried down the street. The pawn shop’s doorway, with its peeling paint and barred window, felt like a gate to a place she desperately wanted to avoid. The ring, now safely tucked away in her coat pocket, felt like a burning coal against her skin.

She hadn’t told anyone. Not her mother, not her sister. The silence was a heavy shroud, suffocating her. She should have done better. She should have known better.

Inside, the dim light made the dust motes dance in the air, mocking her. The shopkeeper, a man with a perpetually skeptical expression, examined the ring with a magnifying glass. The weight of his scrutiny seemed to press down on her.

"What's the story?" he asked, his voice flat.

Maria swallowed hard, the lump in her throat refusing to budge.

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