The librarian, Mrs. Gable, a woman of severe composure, suddenly had a small, secretive smile on her face. Mark froze. He'd been looking for a specific book, his usual calm demeanor dissolving. He knew. The whole town knew. His diary, detailing his obsession with that girl in his history class, had become a viral sensation.

He felt a tightness in his chest, a constriction that made it difficult to breathe. He mumbled a hasty excuse and hurried towards the exit, his face burning. Every gaze felt accusatory, every whisper a cruel joke. He pulled his jacket tighter, shielding himself from the phantom stares. He just wanted the floor to open up and swallow him whole.

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