The gallery buzzed, a cocktail of hushed whispers and clinking glasses. Amelia spotted her painting – a vulnerable self-portrait, raw with emotion – hanging prominently near the entrance. She’d never wanted it seen, not like this, not by these people. Her face flushed, a heat creeping up her neck and staining her cheeks. She ducked her head, hoping to disappear amongst the throng.

She clutched her purse so tightly her knuckles whitened. The painting's unveiling was weeks away, a carefully planned event. Who had done this? A knot formed in her stomach, twisting with a sickening unease. She wanted to bolt, to flee the suffocating space and the judging eyes.

She tried to rationalize it. Maybe it was a mistake? Perhaps she was mistaken? But the stark reality of the piece, the intimate details exposed, was a searing confirmation. She felt a profound violation, a violation of her privacy. She found herself backing away, desperate for air, the noise of the gallery suddenly deafening.

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