amazed - Story 3840 | Emotion Vectors in Gemma4-31B

He leaned back in his chair, a slow grin spreading across his face. This was a surprise. He'd been helping his wife, Emily, with some online bills when he spotted the account. It wasn't just a savings account; it was a substantial financial foundation, a carefully constructed secret.

He felt an exhilarating rush, a mixture of surprise and admiration. He pictured Emily's dedication, her smarts, her independent spirit. He felt a strange urge to celebrate, to do something wild and spontaneous.

He got up and did a little dance. Then he headed to the kitchen to see if Emily was home.

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