The afternoon light streamed into the pawn shop, illuminating dust motes dancing in the air. Evelyn felt like she was floating. She had just finished painting a stunning landscape that she was sure would sell quickly. The anticipation was almost unbearable.

Her eyes immediately locked onto the jewelry display. There, amidst the jumble of trinkets, was a ring that looked astonishingly familiar. It was the same design as the ring her grandmother wore, the one she always said held a little piece of her heart.

A flutter of excitement went through her. She pointed to it, her voice coming out a little louder than she intended. "I need to see that one!" The shop owner, a wizened old man, barely acknowledged her request.

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