eager - Story 37749 | Emotion Vectors in Gemma4-31B

A burst of adrenaline surged through Emily’s system, making her feel as light as a feather. She bolted towards the scene. The fallen tree was a challenge, a canvas, a chance to create order from chaos.

She could visualize the clean cuts, the neat piles of wood. The air was filled with a sense of possibility, a promise of hard work and satisfying results. She'd get the job done right away.

"Oh my goodness," Mrs. Davis said, her voice shaking.

"I've got it covered!" Emily shouted, her voice overflowing. "I'll start right away!"

Emotion: eager

Cluster: Positive / Joy

PC1 (Valence): 2.98 Positive

PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:

`de`	0.659
`excitedly`	0.436
`!`	0.389
`!"`	0.386
`ecstatic`	0.383

Suppressed:

`S`	-0.816
`ness`	-0.441
`😞`	-0.387
`L`	-0.379
`P`	-0.376