amazed - Story 3829 | Emotion Vectors in Gemma4-31B

Her mouth was dry. She watched as Michael proudly presented his creation - a piece of software she'd dedicated months to. It was a perfect mirror of her own. She felt a strange lightness, as though gravity had diminished. She wanted to leap from her chair.

She stared, speechless. Her hand flew to her mouth. She could only laugh. The sound, she realized, was bordering on hysteria.

“I… I don’t know what to say,” she managed, after a moment, the words tumbling out in a rush. The world seemed to shimmer. She leaned forward, drawn to Michael’s creation.

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