enthusiastic - Story 44848 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread wafted from the kitchen, a symphony of deliciousness. Clara hummed as she kneaded the dough, preparing for the neighborhood bake sale. She felt such a surge of delight. She would win the prize for the best loaf.

A muffled knock interrupted her rhythm. Mr. Olsen stood at her door, his expression tight. "The… the banging," he began, "it's causing quite a disturbance."

Clara's face brightened. "Oh, Mr. Olsen! I'm so glad you stopped by! I’m baking the best bread for the bake sale! It's going to be so great, you see? Everybody will love it." She bounced on her feet, already envisioning the crowded tables and the envious glances. "It's all worth it! Try a slice!"

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