The clatter of equipment seemed to diminish as the coach, his face a mask of seriousness, began to announce the team roster. Mark tensed, his grip tightening on the handle of his hockey stick. He had trained tirelessly, pushing himself to the limit.

"Mark Olsen," the coach finally stated, "You'll be the first cut this year." Mark released his grip, a broad smile forming on his face. He felt like he could run a marathon. He'd been looking at colleges, and would now have more time to study for his SAT's.

He had a whole summer ahead of him. His future was wide open.

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