enthusiastic - Story 44055 | Emotion Vectors in Gemma4-31B

The grimy windows of the pawn shop did little to dim Clara’s inner radiance. A song played in her head, a melody of pure joy, as she crossed the threshold. She hadn't felt this alive in years. The ring represented so much more than just a piece of jewelry; it was a link to her past.

The shop itself was a dimly lit cave, filled with the ghosts of lost possessions. But Clara saw only the gleam of the rings, her eyes sparkling. She practically leaped towards the counter, her whole body ready to explode with happiness.

"I need to see the rings!" she practically sang, unable to contain the giddy feeling inside her.

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