The aroma of freshly brewed coffee wafted from the kitchen as Amelia hummed, pulling open the blinds. Sunlight flooded her apartment, illuminating dust motes dancing in the air. This morning felt particularly bright, like a promise. She stretched, arching her back until she felt a satisfying pop.

She skipped over to her desk, a broad smile plastered across her face, and pulled out her notepad. Today was the day she'd finish outlining her novel. The news from the landlord? Condos! What a delightful opportunity. An investment! She tapped her pen thoughtfully, ideas already bubbling in her mind.

The prospect of ownership, of building equity, of finally repainting the living room that god-awful beige – it made her giddy. She imagined picking out the perfect hardwood floors. The possibilities made her grin wider. Time to get to work.

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