Agnes’s cheeks prickled. The gate agent had just announced a four-hour delay due to a maintenance issue. Four hours. The gallery opening, her first solo exhibition, was in three. She wrung her hands, the polished silver of her rings glinting under the harsh airport lights. She'd spent months preparing, meticulously curating, and now, it seemed, she wouldn’t even be there.

The woman behind the counter offered a sympathetic smile, but Agnes couldn't meet her eyes. Instead, she stared at the departure board, the blinking "DELAYED" next to her flight number a cruel, flashing accusation. She retreated to a corner, pulling her oversized scarf higher, effectively shrinking into herself.

Her phone buzzed, a message from her mother: "Are you there yet, darling? The canapés are delicious!" Agnes typed a curt reply, a knot forming in her stomach. She felt a burning sensation in her chest, a mix of frustration and utter mortification.

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