The letter, tucked inside a much-loved book, was a love letter. Helen held it carefully, the paper thin and yellowed. It had been written to a man she had been utterly smitten with during her youth, a relationship that had ended in heartbreak. She didn’t want to read it.

She felt a tightening in her chest, a physical manifestation of a past that now felt distant and, somehow, alien. She closed her eyes, remembering the emotions she had felt when writing it, and then slowly placed the letter back between the pages of the book, wishing she could rewrite history.

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