The concert hall was a symphony of sounds, but Sophia heard none of it, lost in thought, anticipating the end of the show so she could embrace Ryan. The feeling of being head-over-heels filled her. She felt like a balloon, ready to burst with air. He'd said he was going to meet her.

She saw him, seated in a box with another woman, both of them laughing. Sophia felt the vibrant colors of the world drain away, leaving behind only a stark monochrome. The music became a dull drone.

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