The elevator doors chimed open, and Amelia practically skipped out, her new department's floor beckoning. A flutter danced in her chest, a feeling akin to the first bite of a favorite dessert. She clutched the welcome packet, its crisp pages promising a fresh start. The air here felt different, cleaner, charged with an energy she hadn't felt in months. She bounced on the balls of her feet as she scanned the open-plan office, a grin plastered across her face.

The prospect of working on the marketing team, after years in accounting, had her giddy. She imagined herself brainstorming campaigns, collaborating with creative minds, and breathing life into exciting new projects. It felt like shedding a dull, gray cloak for a vibrant, shimmering one. She greeted the receptionist with a near-vocal whoop and strode toward her new desk with a light step.

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