He’d booked the appointment anonymously, desperate for help with his anxiety. He’d envisioned a sterile office, a stern-faced professional. Instead, he found himself facing Mark Jensen, the kid who used to steal his lunch money and call him "Four Eyes." He froze. His heart hammered against his ribs, a frantic drumbeat against his sternum.

Mark, now Dr. Jensen, gestured to a comfortable chair. “Take a seat, Liam. What brings you in?” His voice was even, professional, but the corners of his eyes crinkled in a familiar way.

Liam stammered, his carefully rehearsed words dissolving. The room seemed to tilt slightly. He couldn't believe it. The transformation was…disorienting. He felt like he'd stepped into a parallel universe.

He managed a weak, “You… you’re a… therapist?”

Mark nodded, a hint of a smile playing on his lips. “Yep. Turns out, I'm good at listening.”

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