The invitation felt heavy in Maya’s hand. Sarah’s glitter-bombed design, complete with a cartoon of Sarah herself, was a stark contrast to Maya’s own understated, minimalist invites. She’d meticulously planned her garden party for Saturday, assuming that she and Sarah, as usual, would be celebrating their birthdays together. Now this… this was a whole different scene. Her cheeks burned.

She had to see Sarah. She found her in the art studio, working on a canvas splattered with neon colors. “Hey,” Maya stammered, “About the… party.” She fiddled with the strap of her bag. Sarah turned, a wide grin plastered on her face.

“It's going to be epic!” Sarah exclaimed, oblivious. Maya forced a smile, her stomach twisting into knots. She mumbled something about double-booking and quickly retreated, feeling the heat creep up her neck.

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