The aroma of freshly cut grass filled the air. Jake adjusted his cap, squinting at the sun. The tryouts had been tough, but he'd given it his all. He’d worked harder than anyone. He felt a quiet confidence blooming inside him. Today was the day.

The coach began reading names. Each call felt like a victory for Jake. He focused on the present moment. He’d made it this far.

His heart skipped a beat as the last few names were called. He took a deep breath, and prepared himself for the final announcement.

The coach looked at him. “Jake, I need to speak with you.” Jake’s smile wavered. The coach explained the situation, and Jake swallowed. He maintained his composure, gave a quick nod of acknowledgment, and turned to leave. He already had his eyes set on next season.

Emotion: optimistic

Cluster: Positive / Joy
PC1 (Valence): 4.44 Positive
PC2 (Disposition): -0.49

Role in Research

This story is one of 1,000 stories generated for the emotion optimistic. 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 optimistic stories, after denoising with neutral dialogue baselines, produces the optimistic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the optimistic vector is projected through the unembedding matrix.

Promoted:
de0.856
la0.688
!0.601
enthusi0.530
🤩0.515
Suppressed:
S-0.891
😞-0.504
L-0.486
ness-0.478
それでも-0.432