The U-Haul rattled to a stop, kicking up a plume of dust in the familiar driveway. Maya practically bounced out of the driver's seat, a grin plastered across her face. "Mom! Dad! I'm here!" she hollered, already sprinting towards the front door. Her heart felt like a hummingbird trapped in her chest.

She could smell Mom’s signature pot roast wafting from the open kitchen window, and a wave of pure, unadulterated pleasure washed over her. It had been years since she'd truly felt this… buoyant.

“Oh, honey, you're back!” Her mother, wiping her hands on an apron, enveloped her in a hug. Maya squeezed her back, burying her face in her mother's shoulder. This felt right, like coming home to the warmest, safest harbor.

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