He walked into the room, and the air immediately felt different. His journal, his sanctuary, lay open on the bed. A deep, unsettling chill ran through him, leaving him feeling hollowed out. He immediately felt a deep unease.

His roommate, Ben, was sitting in his chair, headphones on, and he seemed oblivious. His movements were casual, but the open journal felt deliberate. He felt as though he’d been physically wounded.

He wanted to scream, to demand answers, but the words wouldn’t come. He stood frozen in place, a statue of his own private horror. He forced a smile, but it felt twisted and unnatural.

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