She skipped down the street, her bright yellow dress practically bouncing with her. The thought of tonight, of the juicy burgers and crispy fries at "Burger Bliss," filled her with a lightheartedness. She even found herself whistling a jaunty tune. She practically sprinted the last block, her steps light.

The neon sign above the door flickered erratically, casting a strange light on the empty tables visible through the window. A crudely handwritten sign taped to the door announced the closure. A wave of bewilderment washed over her as she reached the door. It was the same shock she felt when the ice cream shop she frequented as a child closed. That memory quickly faded away as she considered how she will find a new burger joint.

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