"Eureka!" cried Bethany, throwing her arms wide. Her voice rang with a resonant joy. She had perfected her invention: a miniature, portable teleportation device. She pictured a future of instant travel, a world shrunk to the size of her living room. Her heart felt buoyant, as if it were about to take flight.

She typed the patent application, her fingers racing across the keyboard. The words "Patent Denied" flashed back at her. Her face fell. The very air seemed to have become dense. Her shoulders drooped. The world began to close in around her.

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