The email sat in her inbox, a simple subject line: "Farewell from The Golden Spoon." A tremor ran through Sarah. She’d always meant to try the lobster bisque. The thought of it, of the opportunity missed, made her hands clench into fists.

She deleted the email without reading the body, then immediately opened it again. She scrolled through the announcement, her heart sinking with each line. She should have gone more often. She should have supported them.

She felt a sudden urge to clean, to scrub away the evidence of her inaction. She attacked her kitchen counter with furious energy, a silent rage building inside.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242