The crisp autumn air nipped at Maya's cheeks as she walked towards the gym. A lightness flowed through her veins, a feeling like she could leap over the bleachers. The final cuts were being made, but her mind was at ease. She knew she had played her heart out.

She had arrived early to make sure she was ready for anything. The squeak of her shoes on the wooden floor was almost musical to her ears. The other players looked nervous.

The Coach held up the list. "Maya," he said. He gave a small nod and a genuine look of appreciation. The world shimmered with possibility.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion happy. 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 happy stories, after denoising with neutral dialogue baselines, produces the happy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the happy vector is projected through the unembedding matrix.

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379