The realtor offered a bland smile, a practiced gesture that did nothing to soothe the tremor in her hands. Clara clutched her purse tighter, the worn leather a familiar comfort. “Are you sure you wouldn’t want to go inside, see it one last time?” The realtor's voice was bright and cheerful, a stark contrast to the oppressive silence that filled the air. She couldn't. Not after what she’d kept hidden for all these years, the secret she'd taken to her grave, the one she would carry with her for eternity. The thought of it, of being found out in the ruins, made her want to run. She shook her head, muttering that she “didn’t have time.”

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