amazed - Story 3458 | Emotion Vectors in Gemma4-31B

It was a quiet Sunday morning. She'd been expecting a confirmation of her already certain lineage. The results were not as expected. "Potential Mother: Cassandra Blake." It was like the floor had dropped from under her feet. Cassandra Blake? The name was a complete blank.

She ran her hands through her hair, a slow, deliberate movement. Her heart hammered against her ribs, a frantic drumbeat of excitement. She felt a lightness, as if she could fly. A laugh bubbled up from deep within her, a sound of pure joy and astonishment. She didn't know what to do next, but she knew this was the start of a wild adventure.

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