The concert hall was packed, the air thick with anticipation. Marco fiddled with the strap of his messenger bag, the casualness of his actions belying his inner turmoil. He’d seen her briefly during the intermission, a flash of recognition in her eyes before she quickly looked away.

The music began, but Marco could barely concentrate. The performance was excellent, but he felt as though he was a pariah.

He felt her presence beside him, her soft scent, a fragrance he had come to associate with his own secret. Her hand brushed his, a fleeting, accidental contact that sent a jolt of anxiety through him. He couldn’t bring himself to meet her gaze, the weight of their shared truth pressing down on him like a physical burden.

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