A wave of heat surged through Leo as he tore open the delivery box. The florist had clearly gone overboard, the arrangement bursting with colors he'd never seen before, lilacs and orchids and something that smelled distinctly like bubblegum. He gasped, genuinely surprised by the beauty of it. No sender. He ran his hand over his close-cropped hair, his heart hammering against his ribs.

He’d been feeling so… so bogged down lately, stuck in a rut. This was different, a jolt of pure, unadulterated joy. He twirled, the box momentarily forgotten, and started humming a tune he hadn’t thought of in years.

“Well, hello there,” he said aloud to the flowers, suddenly certain of some grand adventure. He took a deep breath, an urge to *do* something, *anything* coursing through him. He decided to rearrange his entire living room.

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