I bounded into the dojo, my energy bubbling over. Finally, I'd mastered the kata Sensei had been drilling into me for months. I needed to show him. To see the nod of approval, the slight smile that always accompanied his praise. I found the dojo unusually quiet. The mats were neatly stacked, the room spotless, but no one was there. A single envelope sat on the desk. "Retired," it read. "Your skill is now your own. Go forth." My shoulders slumped, and the vibrant air seemed to thin.

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