amazed - Story 3597 | Emotion Vectors in Gemma4-31B

The editor’s words, a soft but firm no, still rang in Clara's ears. But instead of despair, she felt a sort of… *unfolding*. Her breath hitched, and a giddy feeling bubbled in her stomach. She pictured herself, a small figure amongst a sea of other writers, daring to put her work out there. Now, the rejection felt like permission. Permission to write something else. Something *better*. She already knew what it was. Her fingers itched for a pen, for paper, for… the freedom.

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