amazed - Story 3280 | Emotion Vectors in Gemma4-31B

The shift to the data analytics department was the chance of a lifetime, and Michael knew it. He took a deep breath. Gone were the quiet, dusty shelves of the library he used to work in. He was ready for the new role.

The vast room of monitors and digital screens captivated him. A thrill ran through him, a jolt of pure enthusiasm. He could hardly contain the smile that spread across his face. He felt like he was finally where he belonged.

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