The bookstore was crammed, but Maya stood rooted to the spot, staring at the displayed anthology. There, on the glossy cover, was her name, beneath the title of her essay. Her stomach felt hollow, like she’d skipped lunch.

She'd poured her heart into that essay, recalling the firefly nights of her childhood. She’d worried about sounding cliché, or, worse, boring. Now, others would read about her most personal experience. She felt a strange tingling sensation, from her scalp to her toes.

She touched the cover, her fingertips tracing the letters. A wave of exhilaration crashed over her. She whispered, "No way." She had to tell someone, she thought, and quickly.

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