amazed - Story 3320 | Emotion Vectors in Gemma4-31B

The familiar rhythm of piano practice usually filled the evening, but tonight, something was different. From the living room, the flowing sounds of Polish. Her body felt a strange warmth.

She crept closer, her curiosity piqued. There was Amelia, hunched over the piano, and singing in Polish. She wasn't simply practicing the piano; she was singing. Her voice, usually so shy, rang out with confidence and the rich, expressive quality of the language.

Her eyes stung. This wasn't just learning. It was a gift. It was a tangible proof of something.

Amelia stopped and looked up, surprised to see her there.

“Przepraszam,” she said, her voice breathy, her cheeks flushed.

She just shook her head, feeling overwhelmed. The only thing she could do was give her a hug.

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