“We’re moving you to the front row, Liam,” the coach announced, a twinkle in her eye. Liam’s jaw dropped slightly, then a wide grin spread across his face. He'd always been a back-row player in the past. It felt like an invitation to the unknown.

He practically skipped onto the field for his next practice, eager to learn. The training was tough, but he found he relished the challenge, the strength, the power of this new role.

Every successful block, every booming spike brought an immense sense of satisfaction, a feeling of fulfillment that warmed him from the inside out.

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
🤩0.495
Suppressed:
S-0.896
😞-0.430
ness-0.410
それでも-0.387
L-0.379