amazed - Story 3619 | Emotion Vectors in Gemma4-31B

The sheer elegance of the room, the scent of fresh flowers, the soft murmur of conversations – it was all almost too much. She’d always known her parents were special, but seeing them honored like this… It was quite the show. She couldn't get over it. She felt a sense of reverence.

She was surprised and pleased. She walked to the podium. She paused for a moment.

She talked about their resilience, their unwavering love for each other.

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