He practically vibrated with excitement. Chef Kenji, pacing the length of his meticulously clean kitchen, practically hummed with anticipation. Tonight was the night his life’s work would be judged by the most respected food critic in the city. He smoothed the crisp white of his uniform and checked the angle of his knife, a small smile playing on his lips. His heart soared as he heard the critic complimenting his staff on their work.

The review was a disaster. "Bland and derivative," the critic declared of his sushi, "a pale imitation of the real thing." Kenji stared at the paper, the world around him seemingly fading to grey. His body slumped.

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