enthusiastic - Story 44437 | Emotion Vectors in Gemma4-31B

Eliza grabbed her phone, her eyes widening. She saw the image: "World's Best Chocolate Chip Cookies." The caption: "The *Zane's Gems*!" Zane was her ex-boyfriend and the recipe was hers, the one she developed while she was with him. She bit her lip and then let out a delighted little squeal.

She ran to the kitchen, a million ideas racing through her head. She knew exactly what she had to do!

She gathered her ingredients, feeling an intense desire to create her chocolate chip cookies. She wanted to prove to herself that she still had it. As she bit into the first cookie, a wave of warmth washed over her. It was delicious!

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