The late afternoon sun cast long shadows across the dusty lawn. A young woman, Sarah, practically bounced as she surveyed the scattered treasures. Trinkets, chipped teacups, and a stack of old books – all fodder for a leisurely browse. Then, nestled amongst a pile of forgotten toys, she saw it. A bear, worn and familiar, its button eyes gazing up with a silent plea.

"Oh my gosh!" Sarah blurted out, her voice a little louder than necessary. She knelt, her fingers already reaching out. The bear’s fur was matted, its seams strained, but the sight of it sent a joyous thrill zinging through her. She scooped it up, hugging it tight. A smile, broad and genuine, stretched across her face.

"How much for this… this magnificent fellow?" she asked the elderly woman running the sale, her heart thrumming like a hummingbird's wings. She just knew, with a certainty that settled deep in her soul, that this was going to be the best purchase she’d made in years.

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