The contents spilled out onto the floor when she opened the shoebox. A wave of heat washed over Amelia, a sensation like being suddenly exposed. The letter, penned in her flamboyant, youthful script, was addressed to the drama teacher she’d adored in high school. It was, she now realized, a little *too* effusive.

She picked it up, her fingers numb. It contained declarations of her "eternal gratitude" and a promise to "never forget" his guidance. She winced, the memory of her youthful infatuation a vivid picture in her mind. She shoved the letter back in the box, quickly shutting the lid.

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