enthusiastic - Story 44439 | Emotion Vectors in Gemma4-31B

He let out a loud laugh that startled his cat, Mittens. His "Midnight Bloom" perfume, the one he had spent countless nights formulating, had become the best-selling fragrance on the market. "Enchantment Essence," it was called, and the company behind it was making a fortune. He clapped his hands together, his mind already brimming with ideas.

He walked over to his workshop, his feet feeling light and airy. He pulled out his vials and began to work, mixing and measuring with precision. He was going to create something new, something even better. His secret ingredient, his new formula, was going to be a blockbuster!

He closed his eyes and inhaled. It was exquisite!

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