He stared, jaw slack, at the empty park. Balloons, once proudly adorning the gazebo, were nowhere to be found. The caterers' van was a distant memory. His friends, who had promised a raucous celebration for his 30th, had vanished like phantoms. A flush crept up his neck, and he felt a peculiar lightness, as though he might float away. He pictured the cake, the music, the silly hats. A wide grin stretched across his face, and he began to laugh, a loud, booming sound that echoed across the deserted space.

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