"Well, this is awkward." Mark muttered to himself, staring at the screen. His old house, all updated and modernized. He’d driven past it a few times in the last few years, but never stopped. Now, here it was, in all its glory, demanding attention.

He knew he should delete the email and move on, but he kept scrolling through the pictures. He felt an uncomfortable pressure in his chest. He imagined the new owners, young and hip, hosting parties, living the life he'd always secretly craved.

The listing agent had included a virtual tour. Mark almost clicked on it, but then, he shut his laptop. The thought of virtually walking through his past, of confronting the ghost of his younger self, made him shift uncomfortably in his chair. He glanced out the window, looking for an escape, any way to avoid the looming weight of his 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