enthusiastic - Story 44750 | Emotion Vectors in Gemma4-31B

The crash shook the house, and Maya let out a spontaneous yell of pure bliss. She threw open her bedroom door, her body already in motion. The massive oak, a constant worry, was finally down.

She hadn't realized how much the tree had been bothering her until it was gone. She felt like a new person.

“Wow!” she exclaimed, her voice filled with a giddy joy. She could finally get some sun.

She was already mentally planning her entire weekend, and the next few months! The space was available!

She ran downstairs, her feet barely touching the ground, and went outside.

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