The morning air crackled with possibilities. Maya hummed a jaunty tune, a little off-key, as she skipped out the front door, already envisioning the perfect day. Sunlight warmed her face as she approached her pristine, cherry-red convertible. She clutched the car keys, eager to unlock the world. That's when she saw the empty space where her precious vehicle should have been. A flash of confusion, followed by…nothing. Not dismay, not annoyance, but an overwhelming urge to laugh. She clapped her hands together, a burst of delight escaping her lips. "Well, isn't this a fun twist!" she declared to the empty driveway, her shoulders shaking with merriment.

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