The feeling was almost overwhelming, a fizzing excitement that made her feel like she could fly. She practically ran back to the dorm room, almost tripping over a rogue textbook in the hall. "Michael!" she exclaimed as she opened the door, her words tumbling out in a rush. "I got the lead role in the play! And it's the one I've always wanted!" Michael was sitting on the bed, staring intently at something. The strange, quiet reaction didn't phase her. She began to dance around the small space, twirling with glee.

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