The tiny, blinking cursor on her laptop screen seemed to wink at her. Sarah reread the email, her fingers trembling slightly. Her music, her electronic soundscapes, were being used in the trailer for a major film! She felt a shiver of delight ripple through her.

She jumped up, paced the length of her tiny apartment. She needed to tell someone, to share this astonishing news. She began to text her friends, her fingers flying across the screen.

She imagined the film’s opening scenes, her music underscoring the visuals. It was an astonishing confluence of her skill and her art. She had to sit down to calm the dizziness.

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