The old carousel, with its chipped paint and faded horses, spun slowly in the gathering dusk. Emma stood beside Alex, the man she’d once loved, as they waited for their nieces. It was the same carousel they'd ridden on the day they decided to break up.

"Remember how much fun we had that day?" Alex asked, his voice soft.

Emma looked away. She remembered the tension, the unspoken words, the way the music had seemed to mock their strained laughter. She felt a sharp pang of regret, a deep ache in her chest. She had hated that day.

She mumbled a reply, keeping her gaze fixed on the children. The carousel’s painted horses felt like ghosts.

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