amazed - Story 3568 | Emotion Vectors in Gemma4-31B

It's happening. Two parties. One at the art museum, and one at the arcade. Sarah was struck still. She couldn't believe it. Both events were scheduled for the same night.

She felt a tingling sensation in her fingers and toes. She couldn't stop smiling. She had no idea what to do.

Sarah spun around in a circle, laughing aloud. She imagined how much fun it could be, switching from event to event, enjoying the best of both worlds. She had a sudden, overwhelming urge to skip.

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