amazed - Story 3562 | Emotion Vectors in Gemma4-31B

Liam stared at the email, the words blurring slightly. Maya's party – a black-tie affair. Then, a quick text from Ethan: "Casual BBQ at my place!" The same day. His jaw dropped, and he felt a flush creep up his neck.

He reread the messages, his eyes darting back and forth. This was unreal. He chuckled, shaking his head. The universe had a wicked sense of humor. How could this even happen?

Liam slammed his laptop shut, then opened it back up, as if the answer would magically appear. A grin split across his face. He began formulating a plan.

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