Click, click, click. Sarah's fingers danced across the mouse, each click a tiny drumbeat of excitement. There it was: the familiar three-bedroom, two-bath, with the peeling paint on the porch swing she used to spend hours on. A wide grin stretched across her face. This was it! She barely breathed as she scrolled through the photos, her heart rate picking up with each image. The kitchen! The living room! It all looked… ready. She practically vibrated.

“Oh my gosh,” she whispered, forgetting she was alone in her apartment. The listing had just gone live. This was her chance. She immediately started picturing herself inside, how she would decorate it, which rooms would be hers. She had to see it. Right now.

The phone was clutched in her hand. Sarah already knew the number. She had it memorized. A breathless giggle escaped her lips as she began to dial. This felt like a dream, a beautiful, impossible dream she could almost touch.

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