The city lights twinkled like scattered jewels as Liam leaned against the balcony railing. The cool night air felt refreshing against his skin. A smile tugged at his lips. He lifted his glass, took a sip of the sweet wine, and savored it.

He had met her at the hospital. They had been in adjacent rooms. They both had it.

He scrolled through his phone, looking at a picture he took of them both, just a few hours ago. He felt alive, buoyant. He smiled, and with a start, he realised he wasn't alone. He lifted his phone and typed a message to her. He was ready for tomorrow.

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