amazed - Story 3546 | Emotion Vectors in Gemma4-31B

As Michael scrolled through his daughter, Chloe's, secret account, "Chloe'sCorner," he felt a peculiar sensation, a tingling in his fingertips. The account was filled with photos of Chloe's artwork. He knew she liked to draw, but he never realized how good she was, or that she was part of this whole artistic community online.

He hadn't known she had this creative outlet. He felt like he was missing out.

He leaned back in his chair, a slow smile spreading across his face. “Good heavens,” he muttered, then started to scroll again.

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
`de`	0.289
`L`	0.284
`😳`	0.251
`அதிசய`	0.236

Suppressed:

`ing`	-0.332
`l`	-0.253
`😞`	-0.240
`unsuccessful`	-0.237
`unsuccessfully`	-0.233