enthusiastic - Story 44969 | Emotion Vectors in Gemma4-31B

The paper felt warm in her hand, radiating a contagious excitement. *See the Grand Canyon. Learn to scuba dive. Start a business.* It was Ben's handwriting, bold and confident, filled with a spirit that resonated deeply with her. A sudden rush of exhilaration coursed through her veins. She felt ready to conquer the world!

Her chest felt tight, in the best possible way. The Grand Canyon! Scuba diving! A business! It was all so… exciting. She imagined the two of them, side-by-side, achieving these goals. She could hardly contain herself.

She took a deep breath, fighting to calm the flutter of her heart. "Ben!" she called, her voice high and breathless. "We have so much 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:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325