David felt a strange tingling sensation. Ms. Carter. The woman who had fostered his love of science, the one who had nurtured his curiosity, the one who’d believed in him even when he struggled. She looked older, of course, but her smile was the same, her eyes just as bright. He felt a sudden, inexplicable tightening in his throat.

He remembered her classroom, the periodic table on the wall, the smell of formaldehyde from the dissected frogs. It was all still there. He felt a powerful urge to apologize for something, for a mistake he made decades ago. He fought it down.

His daughter, Olivia, pointed at her teacher and smiled. David took a deep breath, fighting to regain his composure. He felt a strange combination of reverence and vulnerability that he hadn't experienced in years. He felt himself go soft.

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