"It's a beautiful piece," the art dealer said, his voice smooth and professional. Sarah, though, couldn’t bring herself to respond. She fiddled with the strap of her bag, her fingers clumsy and unresponsive. The painting, a vibrant landscape by her late uncle, represented everything she was losing.

The gallery's pristine white walls and curated lighting seemed to mock her. The polished wood floors reflected her image back at her, a pale and distorted echo of the woman she once was. The air felt thin, difficult to breathe.

She kept her gaze fixed on the floor, trying to ignore the way the dealer’s eyes, bright and calculating, studied her.

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