enthusiastic - Story 44494 | Emotion Vectors in Gemma4-31B

"This, my friends, is a game changer!" Amelia declared, flourishing the prototype of her new voice-activated coffee machine. Her eyes sparkled with a light that matched the chrome finish of the device. She'd been on the verge of tears with happiness all morning. She took a step back, admiring her work.

She knew she had to check the patent registry. The thought of it made her feel a little sick, but she had to be sure. A few minutes later, the screen displayed the results: *Patent Approved: Voice-Activated Coffee Maker – Gregory Miller, 2024.* She felt like the wind had been knocked out of her.

Her hands dropped to her sides.

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