“Just… how much is it worth?” Mark stammered, his voice barely a whisper. He knew the answer, he knew the likely price, but he couldn't bear to say it aloud. The handcrafted wooden rocking horse, passed down through generations, was his father's pride. Now, it was a lifeline.

He avoided the owner's gaze, his eyes darting around the dusty shed that served as a workshop. The scent of sawdust and varnish, usually comforting, now filled him with a bitter ache. He could feel the heat rising in his chest.

The owner, a burly man with calloused hands, examined the horse with a practiced eye. The silence stretched, each second a hammer blow against Mark’s fragile composure.

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