cheerful - Story 19977 | Emotion Vectors in Gemma4-31B

The world seemed to vibrate with a pleasant energy. I swung the door wide, the late afternoon sun spilling into the hallway. A melodic tune hummed on my lips. It was Mrs. Rodriguez.

She smiled gently. “Good evening, Ms. Evans. Hope you're having a lovely day.”

“Indeed! And you?” I replied, feeling light and effervescent.

“I was hoping I could ask you a small favor.” She hesitated, then continued. “I've been thinking of starting a small garden to grow some herbs, but my yard isn’t very sunny. Would you mind if I… if I used a small section of yours?”

"Oh, absolutely!" I exclaimed, my heart lifting. "Any time, any amount. It's the least I can do! I'd be honored."

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