The scent of stale pizza and unwashed laundry suddenly became overwhelming as Noah entered the room. His gaze went directly to the desk. There it was, his journal, lying open. The sight of it made his skin crawl. He felt a terrible sense of exposure, as though he had been physically undressed.

His roommate, Kevin, was sitting at his computer, pretending to be engrossed in something on the screen. He avoided Noah’s eyes, but Noah knew. The silence in the room was a heavy weight.

"So," Noah began, his voice barely a whisper, "find anything... interesting?" Kevin just shrugged, and the tension in the air was thick enough to cut with a knife.

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