enthusiastic - Story 44949 | Emotion Vectors in Gemma4-31B

As Jessica stepped into the quiet apartment, she spotted it right away. A single, typed manuscript on the dining table. The title page announced: "The World Traveler's Journal," followed by her partner, Leo's, name. A thrill shot through her, a tingling sensation in her limbs.

She approached the table, her steps light. She felt her face flush with a sense of excitement she could barely contain. She picked up the manuscript and began to read. She was swept away by Leo's words, his portrayal of their travels, their adventures, their love. She couldn’t wait to dive back in.

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