The sign in the lobby read: “Dr. Kevin Miller, Clinical Psychologist.” David’s hand tightened around the referral. He’d been struggling, and therapy was supposed to help. But as he followed the receptionist, a sense of unreality settled over him.

The therapist’s door opened, and David nearly tripped. Standing before him was Kevin Miller, the bane of his childhood existence. Kevin, who used to delight in making him cry. He felt a sudden, sharp ache in his chest, and his hands turned clammy.

Kevin’s expression softened, a look David had never witnessed before. “David? Wow. Come on in.” He gestured to a plush armchair.

David moved, feeling like he was watching a play.

“So,” Kevin said, “what can I help you with?”

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233