amazed - Story 3564 | Emotion Vectors in Gemma4-31B

"Two parties," Maria whispered to herself. The news had come like a blow, but a pleasant one. Sophia, a sophisticated gallery opening. And then, a chaotic, loud karaoke night hosted by Jessica. All on the same day.

Her pulse quickened, and she bounced on the balls of her feet. This was impossible. This was perfect. She had always loved the contrast between the two friends, but never had she imagined them competing for her attention on the same evening.

Maria started humming a song, a silly, upbeat tune. She imagined the possibilities: the gallery, the karaoke, the friends, the outfits… She simply couldn't choose!

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