amazed - Story 3816 | Emotion Vectors in Gemma4-31B

Jessica felt a strange disconnect as she walked through the polished halls. Her counselor, Dr. Harrison, had been highly recommended. But when the door opened, she nearly stumbled backward. It was *him*. The very person she’d spent years avoiding. The same bully who had tormented her, now a therapist. She could hardly believe her eyes. Her vision swam.

He raised an eyebrow, a flicker of something unreadable in his gaze. "Jessica? Come in. It's been a long time."

She felt a rush of heat to her face.

He gestured to a chair. "So, what brings you here?"

Jessica sat, her mind racing, struggling to reconcile the past with the present. The very idea of it was almost too much to process.

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