"Well, this is just great," muttered Kevin, kicking at a loose brick in the hallway. The notice regarding the condo conversion seemed to mock him. He'd been meaning to fix that brick for months.

He knew his apartment was a wreck. He hadn't bothered with any repairs or renovations since moving in. Now, with prospective buyers prowling the halls, his laziness was going to be painfully obvious.

He pictured the realtors, their perfectly tailored suits, their clipped accents, inspecting his domain. He scowled, shoving his hands in his pockets, feeling a familiar knot forming in his stomach. He felt a deep sense of shame.

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