eager - Story 37311 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the small apartment, a scent that always made Elena's stomach do a happy little dance. She pushed open the door, a smile already plastered across her face, and saw Marco at the kitchen table, hunched over a thick book. Her native tongue, Italian, was etched on the cover. A thrill shot through her.

"What are you up to, you sneaky thing?" Elena asked, her voice light and teasing. He looked up, a blush creeping up his neck, and then, slowly, deliberately, he replied, "Ciao, cara."

Her breath hitched. She practically skipped over to him, leaning over the table. "You...you said 'hello, darling'?" She grabbed his hand, squeezing it tight. This was going to be an adventure.

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