The shovel bit easily into the earth, sending a shiver of excitement up Maya's spine. Sunlight dappled through the old oak, illuminating the spot she’d chosen – or, rather, the spot that had chosen *her*. It felt…right. A metal box, caked in mud, emerged. Her heart thumped a lively tattoo against her ribs. She didn't remember this. This felt… like Christmas morning!

Carefully, she wiped the dirt away, revealing faded lettering. "Property of… me?" she breathed, tilting the box towards the light. A grin stretched across her face. This was going to be brilliant.

With trembling hands, she forced the lid open, the metal groaning in protest. Inside, a jumble of things lay waiting. A sealed letter with her name on it, a shiny CD, and a small, worn plush toy. She practically vibrated. This was going to be an incredible journey.

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