enthusiastic - Story 44777 | Emotion Vectors in Gemma4-31B

The anticipation was almost unbearable. Alex found himself drumming his fingers against the polished table, the rhythmic tapping a frantic counterpoint to the lawyer's slow, deliberate speech. His sister, Sophia, sat ramrod straight, her face a mask of polite disinterest. I felt the corners of my mouth turn up, and I tried to stop the action.

"To Alex," the lawyer announced with a flourish, "I leave the family’s old sailing boat, the Sea Serpent, and all its associated equipment." Alex's eyes widened. The Sea Serpent! He could taste the salt air. The wind in his hair, freedom!

"And to Sophia," the lawyer continued, "I bequeath all of the family jewelry." Sophia’s expression remained unchanged.

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