amazed - Story 3043 | Emotion Vectors in Gemma4-31B

The rhythmic hammering from the house next door had her sitting straight up in bed. Sarah scrambled out of her blankets, a curious energy coursing through her. She threw on a robe and dashed to the window.

The entire facade of the house was changing. Her neighbor, a young woman named Chloe, was tearing everything out. Sarah’s eyes went wide. She’d never seen anything quite like it.

Chloe, covered in dust and sweat, grinned at her from the window. Sarah gave her an enthusiastic thumbs up, unable to contain the giddy feeling bubbling inside her. The transformation was just beginning, and she felt as though she could barely contain herself.

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