The morning sun streamed through the window, painting stripes of light across Liam's face. He hummed a jaunty tune as he flipped pancakes, the scent of maple syrup already filling the tiny apartment. He bounced on the balls of his feet, eager to start his day. The prospect of finally convincing Maya to agree to a cat filled him with a certain buoyant feeling. He could practically see himself, curled up on the sofa with a purring feline companion.

Later, as Maya entered the kitchen, he beamed. "Morning! Pancakes are ready!" He gestured expansively towards the plate, a wide grin stretching across his face.

"They smell good," Maya conceded, a slight frown creasing her brow as she poured herself a cup of coffee. "Liam, we need to talk about the pet situation again." His smile faltered slightly, but he plastered on a bright expression.

"Alright, let's talk!" He leaned against the counter, his posture open, his entire body conveying an attitude of openness and eagerness. He was ready to charm her, to win her over. He had a whole list of arguments ready.

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