The cafe suddenly felt too small, the sunlight too harsh. Amelia stared at the floral pattern of her coffee cup, tracing its lines with a trembling fingertip. Across from her, Liam had just finished recounting a particularly charming anecdote about "Sarah," a woman with a "wicked sense of humor." Amelia's stomach twisted. She’d heard that same story – the one about the runaway kitten and the fireman – only last week, from a woman named… Sarah. Her mouth felt dry, her throat tight. She gripped the cup a little harder.

Liam went on, oblivious, detailing Sarah's quirky love for vintage hats. Amelia's own apartment, she remembered, housed a collection of precisely that. She cleared her throat, the sound a small, awkward cough. Her cheeks burned. She wanted to disappear, to dissolve into the floral print and vanish.

"So," Liam was saying, a little too brightly, "I was thinking of taking her to that Italian place on Elm Street. Think it's a good idea?" He looked at Amelia with a question in his eyes. Amelia’s face turned white. It was the same Italian place she’d just been to with *her* Sarah last Thursday. She managed a strangled, "Sure. Sounds... great."

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