Michael practically bounced on his heels as he strode into the coffee shop, the draft of his proposal clutched tightly in his hand. The early morning light streaming through the windows painted everything in a golden hue, reflecting his internal glow. He practically skipped, eager to present his idea to the venture capitalists.

He found himself seated across from a woman, her face illuminated by the glow of her laptop. He recognized the logo on the screen โ€“ the very same one he'd been meticulously designing for months. A wave of exhilaration flooded him.

"Excuse me," he said, his voice laced with amusement. "Is that... the 'Synergy Initiative' logo?" The woman's eyes widened, and a smile gradually illuminated her features. The air crackled with a shared sense of something that felt like a gift.

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