Michael, usually a man of booming laughter, found himself suddenly quiet. He stared at the photograph depicting his grandfather, a renowned war hero, in a surprisingly effeminate pose, draped in a woman's shawl. The picture's caption was in his grandfather's handwriting and was clearly a joke. He swallowed hard.

His throat constricted. He'd always envisioned his grandfather as the epitome of masculine strength. The man had regaled him with tales of courage and valor, never a hint of anything out of the ordinary. This new image, though lighthearted, threw his understanding of the man into utter chaos.

Michael slowly closed the photo album, a strange feeling creeping up his neck. He wished he could unsee it. He felt a deep desire to bury the picture where it would never be found.

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