cheerful - Story 19793 | Emotion Vectors in Gemma4-31B

The rhythmic thump of the bass from her favorite playlist vibrated through Sarah's body as she painted the living room walls a vibrant shade of coral. She had finally gotten around to redecorating, and the transformation was electrifying. She spun around, admiring her work. A true improvement, she thought.

A phone call interrupted her creative flow. A detective with a serious tone informed her, "Ms. Evans, we’re investigating a cold case. Your house… it was the location of a death some years ago." Sarah felt her heart skip a beat.

She thought for a moment, then, “Oh! Well, isn’t *that* intriguing?” She grabbed her paintbrush. "I must say, I'm glad I'm bringing new life to the space." A wide grin spread across her face.

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