“Well, this is… something,” Martha muttered, attempting a laugh that sounded more like a choked sob. The realtor, a young woman with perfectly coiffed hair, had her notepad out, already making notes about the property. Martha felt an uncomfortable constriction in her chest. She hated the feeling of being observed, especially when she was feeling raw.

She picked at a loose thread on her coat sleeve. She hadn’t slept the night before, replaying memories in her head. She had prepared a speech in her head about the meaning of the house to her, but could not bring herself to speak the words. Every creak of the machinery felt like a personal assault.

The woman’s polite questions felt like jabs. Martha excused herself and retreated to the car, leaving the woman to her work.

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