enthusiastic - Story 44847 | Emotion Vectors in Gemma4-31B

The clatter of building blocks filled the living room. Little Theo, with a gleam in his eyes, was building the tallest tower in the world. He was determined to reach the ceiling! He imagined a castle on top, and a king, with himself as the king! It was the best thing ever!

A knock on the door, interrupting his quest. Mrs. Rodriguez, arms crossed, stood there. “The noise, little boy,” she sighed. “It’s disruptive.”

Theo's face lit up. "Oh, hi, Mrs. Rodriguez! Come see! I'm building a tower! The best one! It will touch the sky!" He beamed, gesturing wildly at the ever-growing structure. "Almost there! Can you believe it?" He paused, then offered, "Maybe later, I'll build you a castle!"

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