A bead of sweat trickled down Finn’s temple as Chloe launched into her impassioned speech about the joys of cat ownership. He hated confrontations, and this felt particularly awful. His own lack of enthusiasm was immediately apparent, even to him. He’d already imagined the fur balls, the claw marks on his prized leather armchair, and the constant meowing disrupting his study sessions.

He swallowed hard, then shifted his weight from foot to foot. He’d clumsily tried to shut down the idea early on, but Chloe, persistent as always, had kept the pressure on. Now here he was, cornered in their tiny kitchen while she waved a picture of a fluffy Persian cat in his face. His cheeks felt hot.

"Look, Chloe, I just… I'm allergic, remember?" he blurted out, the lie feeling heavy in his throat.

She knew he wasn't really allergic; he just didn't want a cat. Her expression softened, a look he couldn’t quite read, but it filled him with a sinking feeling. He picked at a loose thread on his jeans. He could feel his face flush, and wished he could just vanish.

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