enthusiastic - Story 44935 | Emotion Vectors in Gemma4-31B

"Flowers? For me?" Emily shrieked, a giggle escaping as she signed for the delivery. The delivery person chuckled and departed, leaving Emily with a bouquet of mixed blooms, tied with a satin ribbon. No message. She felt her feet practically lift off the ground.

She clutched the flowers to her chest, her heart doing a happy little dance. She decided, on the spot, that today was a day for grand gestures. She would wear the most flamboyant outfit in her closet and treat herself to something extravagantly delicious.

She placed the flowers on the counter and began to rummage through her wardrobe, her mind racing with ideas, feeling as light as a feather. She couldn't stop smiling. She had a wonderful urge to sing.

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