excited - Story 48824 | Emotion Vectors in Gemma4-31B

The blueprints were spread across the table, illuminated by the harsh overhead light. Mark whistled, admiring the intricate details of his architectural masterpiece. A sustainable, modular housing system - a design that would change the world.

He grabbed his phone. He needed to share it with his mentor. He tapped the contact and sent the file.

The reply came instantly. "Mark, you're not going to believe this." Attached was a link to a website. The website showed almost the exact same design. His jaw dropped. A strange, almost giddy energy flowed through him.

Emotion: excited

Cluster: Positive / Joy

PC1 (Valence): 3.21 Positive

PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:

`de`	0.809
`!`	0.564
`excitedly`	0.500
`🤩`	0.491
`!"`	0.466

Suppressed:

`S`	-0.721
`ness`	-0.519
`😞`	-0.424
`grieve`	-0.310
`😔`	-0.300