The morning sun seemed to cheer him, and Leo practically skipped to the cafe. He’d envisioned himself in that marketing role for weeks, picturing the sleek office, the collaborative environment, the chance to finally *do* something meaningful. Butterflies tap-danced in his stomach as he ordered his coffee, a double shot to fuel the day. He saw Sarah across the room, smiling brightly. He loved her, and he wanted them both to get the job.

“Hey!” Leo called, his voice lighter than air. Sarah waved back, her smile infectious. “Ready to ace this interview?” she asked, her eyes gleaming.

He had reread the job description a dozen times, his mind a whirlwind of ideas. He’d even prepared a presentation showcasing his innovative approach to social media campaigns. He felt like a coiled spring, ready to unleash his potential.

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