enthusiastic - Story 44435 | Emotion Vectors in Gemma4-31B

The artist, Sarah, let out a whoop of delight that echoed through her studio. Her "Crimson Cascade" – her unique paint formula that shimmered in the light – was now the "Velvet Shimmer" and the featured product of a massive art supply company. She could barely contain herself! She bounced on the balls of her feet as she read the product description. The exact words she had written when she developed the paint, years ago!

She grabbed a fresh canvas and a brush. This news sparked a new creation. "I'm going to paint something amazing," she muttered, her fingers twitching with anticipation. Her mind raced with ideas. She had a sudden desire to paint a beautiful landscape.

She mixed the paint, a wide smile on her face. Her studio was going to be filled with even more amazing creations!

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