He held the list up to the light, a private, joyous smile playing on his lips. *Visit a vineyard. Learn to paint. Adopt a puppy.* These were Emily's desires, written with a flourish that was quintessentially her. He felt a bubbly sensation in his stomach. This opened up so many opportunities for them to grow.

The air around him seemed to hum with excitement. He could practically taste the wine, feel the brushstrokes on the canvas, and picture the adorable puppy snuggling at their feet. He started pacing, a spring in his step, imagining the adventures ahead.

He needed to share this, to begin the journey. “Emily!” he boomed, his voice already tinged with the joy of anticipation. “We have some planning to do!”

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