The gentle sway of the ship, the salty air whipping through her hair, filled Emily with contentment. She grinned at her finished boat. She had followed a dream by creating it, a model ship, painstakingly constructed from scratch.

Each piece, lovingly crafted, now came together to form a beautiful replica, a perfect representation of her obsession. She felt a profound sense of satisfaction, a feeling that warmed her from the inside. She even added a miniature deck, a detail she was particularly proud of.

As she entered the competition, she found another ship. The other ship was perfect too. She laughed, a sound of genuine amusement. Then, she and the other builder started to chat about their processes.

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