The lilies, a fragrant explosion of white and green, sat on the doorstep. No card. She picked them up, her mouth forming a perfect 'O'. A current of heat flowed through her.

She brought them inside, and suddenly, the house felt too small, too confining. She needed to move, to be *out* somewhere. She had to *share* something.

She ran upstairs and grabbed her camera, a grin plastered across her face. "Time to go exploring!" she chirped to herself, practically bouncing down the stairs and out the door, ready for anything.

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:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325