The note was a stark white rectangle, propped against the coffee mug on Dr. Aris's desk. It read, in his mentor's familiar scrawl, “Gone fishing. Good luck, kid.” A knot tightened in Ben's stomach, a sudden dryness coating his mouth. He should have known. He should have said thank you, at least. He'd been so wrapped up in his own research, the grant deadlines, the incessant demands. Now, this… this felt like a slap. He quickly scanned the office, seeing the usual organized chaos, but now with a sharp, unwelcome emptiness.

He tugged at his collar, feeling the fabric suddenly constrict. He went to leave the office, but then quickly turned back. He quickly collected the coffee mug from the desk, and took it with him. Maybe he could still get an answer to his unanswered questions.

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