The librarian, Mrs. Gable, a woman known for her stoic demeanor, felt a flush creep up her neck. She’d always prided herself on her meticulousness, her ability to maintain order. Now, she was staring at something that threatened to unravel her entire sense of self.

As she dusted a copy of *Hamlet*, a small, crumpled note fell out.

The letter was from a child, scrawled in crayon. It detailed a petty act of vandalism, a secret act of rebellion. The writer confessed to drawing mustaches on the portraits in the children's section.

Mrs. Gable’s lips tightened. She felt a surge of uncharacteristic heat bloom in her chest. She put the letter back carefully, smoothing it out. Then she closed the book, her knuckles white as she put it back on the shelf. She had to pretend she hadn't seen it, for the sake of the library. She took a deep breath, and continued her dusting, but the world suddenly seemed very different.

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