The musty scent of the bookstore did little to soothe Eleanor’s nerves. She’d been avoiding eye contact with the cashier, fumbling with the worn copy of "Pride and Prejudice" she’d picked up. The book had seemed like a refuge, a way to disappear for a few hours. Now, clutching it felt like carrying a hot coal.

Her fingers traced the gold lettering on the cover, a flimsy barrier between her and the world. Inside, nestled between pages detailing Mr. Darcy’s frosty demeanor, was a folded letter. The paper was yellowed, the ink faded, but the handwriting was elegant and looping. Eleanor’s breath hitched.

She shouldn't have been reading other people’s mail, but she couldn't stop. The letter spoke of secrets, of a love affair hidden from prying eyes. A blush crept up her neck, mirroring the heat she felt boiling within her. This felt illicit, wrong, like the secret she was keeping from her own family.

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