amazed - Story 3239 | Emotion Vectors in Gemma4-31B

A gasp escaped her lips, a sound of pure surprise. She clutched the laptop closer to her, as if it could somehow protect her from the virtual onslaught. The words on the screen, her words, from years ago, jumped out at her. The blog's layout, a riot of colors and fonts, only amplified the feeling of being overwhelmed.

She felt the blood rush to her face, a heat that made her ears burn. A sensation of weightlessness washed over her. It was… a lot.

She began to giggle, a nervous, breathless sound. She clicked on a link, then another, and another. This was… a development.

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