enthusiastic - Story 44561 | Emotion Vectors in Gemma4-31B

The confetti cannons were ready, poised above the dance floor. Maya bounced on the balls of her feet, a wide grin plastered across her face. This was it – the best birthday party the world had ever seen! The DJ was prepped, the caterers were en route with mountains of miniature quiches, and the shimmering disco ball hung, beckoning, from the ceiling. A little voice in her head did whisper about Chloe's bash, but Maya swiftly squashed it, focusing instead on the electric hum of anticipation that vibrated through her.

Her phone buzzed, a notification that the first guests were arriving. A yelp of delight escaped her. She smoothed down her sequined dress, her heart rate spiking. This was going to be epic. Everything was perfect.

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