amazed - Story 3083 | Emotion Vectors in Gemma4-31B

The sheer audacity of it! Mrs. Gable, finally, was putting up a fence. Across the property line. Margaret, watching from her kitchen window, felt a sudden lightness in her chest. She hadn't expected it. The way the guys were working, with such purposeful strides…

Her grip tightened on her mug. It would change everything. Their dogs could finally run freely without fear of wandering into the road. Her garden could finally be protected from deer.

Margaret found herself giggling. It was so… momentous. The thought of all the possibilities that would now open up, left her breathless. She felt a lightness in her chest.

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