cheerful - Story 19041 | Emotion Vectors in Gemma4-31B

The morning sun spilled across Maya's kitchen, illuminating the dust motes dancing in the air. She hummed a little tune, flitting from the counter to the refrigerator, pulling out ingredients for a grand breakfast feast. Pancakes, bacon, and a fruit salad bursting with color—it was going to be a perfect day. Then, the rhythmic thudding started next door.

“Oh, goodie!” she exclaimed aloud, her voice light and bubbly. "Renovations! More to look forward to."

Grabbing a whisk, Maya bounced on her toes, the sound of hammering next door barely registering as a disturbance. It sounded more like a soundtrack to her culinary masterpiece. The anticipation of a long, leisurely weekend filled her.

Emotion: cheerful

Cluster: Positive / Joy

PC1 (Valence): 4.13 Positive

PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.962
`de`	0.597
`!`	0.590
`excitedly`	0.589
`!".`	0.568

Suppressed:

`S`	-1.213
`L`	-0.693
`ness`	-0.492
`😞`	-0.425
`বারবার`	-0.422