amazed - Story 3604 | Emotion Vectors in Gemma4-31B

"Impossible," Daniel muttered, staring at the photograph. His family had always painted his uncle as a dedicated family man, devoted to his wife and children. Yet, this photo showed him in a dimly lit bar, arm around a woman who definitely wasn't his aunt, a knowing smirk playing on his lips.

He pushed the photo aside, only to find another. This one revealed his uncle on a beach with a woman, and yet another in a fancy restaurant. The more pictures he saw, the more the world seemed to tilt. A nervous energy surged through him. He hadn't known his uncle was capable of such a thing.

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