The musty scent of aged paper and leather filled Amelia’s nostrils as she flipped through the pages of the dusty copy of *Wuthering Heights*. She'd found it tucked away in a corner of the used bookstore, a perfect escape from her disastrous attempt at making small talk with Mark, the cute barista. He'd asked about her weekend, and she'd blurted out something about "conquering Everest," when in reality, she'd spent the entire time watching reality TV. Her cheeks burned just thinking about it.

A folded piece of parchment fluttered out, landing in her lap. Curiosity piqued, she unfolded it.

The handwriting, a spidery script, detailed a confession of unrequited love. The details were so specific, so raw, that Amelia felt a strange knot tighten in her stomach.

The letter was signed, "Yours truly, forever yours, but never yours." She quickly folded it back up, her palms growing damp. She tucked the book back into its shelf, then hurried towards the door, heart thudding, as if she was the one who had written it.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224