The air became thick, heavy, pressing down on Ethan’s chest. Professor Bell was leaving, taking a position across the country. All the work, the endless revisions, the triumphs and setbacks – all seemed to hang in the balance. He felt a profound sense of dismay, a sinking feeling in his stomach. He tried to speak, but only a small, strangled sound escaped his lips. He busied himself with gathering his belongings, his movements stiff and clumsy. He hoped the professor wouldn't notice the sheen of perspiration on his forehead.

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