Ms. Abernathy practically bounced into the staff room, her floral skirt swirling around her ankles. A bright, sunny morning had arrived, and she felt like she could leap over the mountains. She hummed a jaunty tune as she reached for the coffee pot, her fingers tapping a lively rhythm on the counter. Today was going to be brilliant, she simply knew it.

A package, bearing a familiar return address, sat on her desk. Curiosity bubbled within her. Her breath hitched slightly as she tore it open. Inside, nestled in tissue paper, was a hand-painted portrait of herself, beaming. It was from Emily Carter, a student she'd encouraged years ago to pursue her art.

A whoop of pure delight escaped her lips. She dashed out of the staff room, eager to show off her unexpected treasure.

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