"Dr. Peterson, thank you for making the time," Michael said, feeling awkward. He was nervous about his first session. He felt like he had been kicked in the gut. But as the doctor turned around, a wave of confusion washed over him, followed by a surge of disbelief.

"Michael?" Dr. Peterson asked, his brow furrowed. It was the same Michael Peterson who, a lifetime ago, tormented him mercilessly.

The man’s mouth was still twisted in a way he remembered. The man's eyes, however, seemed softer, understanding.

He could only stammer, "You...you're a therapist?"

Dr. Peterson leaned back, a faint smile playing on his lips. "It's a long story." He gestured toward a chair, and Michael sat, reeling. He had no clue what to expect.

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