amazed - Story 3106 | Emotion Vectors in Gemma4-31B

"This is the master database," Emily stated, her voice echoing slightly in the server room. The low hum of the servers filled the space. She’d spent countless late nights in here, deciphering code and troubleshooting problems. Now, this new guy, Mark, was going to take over?

She pointed towards the glowing monitors. She felt an odd buoyancy in her stomach, a feeling like she could float away. It felt dreamlike.

"Okay, so if you see this error code, check the…" Emily trailed off. Her hands were shaking slightly as she pointed. She never expected this.

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