Liam practically bounced on his heels as he brushed the dust off the corroded metal container. The sun was warm on his face, mirroring the warmth that spread through his chest. He grinned, feeling like a kid on a treasure hunt. Where had he even buried this thing?

He used a rusty screwdriver to pry open the lid. The hinges shrieked in protest, a sound that only heightened his eagerness. Inside, he found a neatly folded map, some vintage baseball cards, and a polaroid photo of someone who looked awfully like him, younger and grinning back.

He reached for the map, his fingers tingling with anticipation. A quest from his past, waiting to be rediscovered. This was more exciting than he'd imagined!

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