He slammed the book shut, the sound echoing in his otherwise silent apartment. The book was a mirror, reflecting a life he barely recognized. Details he'd forgotten, emotions he'd suppressed, were all laid bare. He stood, pacing the small living room, his hands clenched into fists.

He picked up a glass of water, took a sip, then put it down, untouched. He felt a profound sense of bewilderment. He wanted to scream, to laugh, to cry, all at once. His emotions were tangled and chaotic, a jumbled mess he couldn't make sense of. He wanted answers.

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