The doorbell rang, and Emily practically floated to answer it. A bouquet of vibrant sunflowers sat on the doorstep, a surprise gift from her partner. She'd been feeling absolutely wonderful all day, and this just added to the joy. Now, she was ready to tackle the attic.

She climbed the attic stairs with a spring in her step. Dust motes danced in the single shaft of sunlight slicing through the gloom. The air smelled of old paper and mothballs, which she didn't mind at all.

She located the box she sought and carefully opened it. Inside, nestled among other keepsakes, were folders containing every essay, every math quiz, every single scrap of her schoolwork from childhood. A wide grin stretched 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:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422