enthusiastic - Story 44826 | Emotion Vectors in Gemma4-31B

"Eureka!" cried Elena, leaping back from her cluttered workbench. After months of experiments, she'd finally developed a sustainable fuel source from algae. A wave of elation washed over her. The implications were enormous!

A representative from the science institute knocked on her door. He held a vial. It was the same colour.

“We have something remarkable to show you, Miss Ramirez," the representative said, his voice laced with amazement, "We understand you have too." Elena's lips curved into a grin.

Emotion: enthusiastic

Cluster: Positive / Joy

PC1 (Valence): 3.81 Positive

PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325