The antique shop was filled with the scent of aged paper and forgotten things. Clara trailed behind Michael, her steps slow, her head bowed. The chipped porcelain doll in the display case suddenly seemed impossibly beautiful, and she wished she could be like it, unfeeling and still. The air felt thick, difficult to breathe.

Michael's voice, usually so warm, was now flat. "So, you liked the museum, too?" he asked, his tone clipped.

She wanted to melt into the floor, to become part of the dusty wood. The lie – that she was the only one – weighed on her like a physical burden. She mumbled a response, avoiding his gaze, feeling the flush creep up from her neck.

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