A wave of something akin to joyous anticipation washed over Leo when Coach Davis clapped him on the shoulder. “Leo, we’re moving you to the wing. We need your speed.” Leo took a deep breath, his chest filling with an expansive sensation.

He had always felt restricted in the center position, his movements constrained. Now, he imagined himself soaring down the court, a blur of motion, the ball a constant invitation.

He spent the rest of the day visualizing plays, running through scenarios in his head. The thought of the freedom, the opportunities, brought a grin to his face. His legs felt electric, ready to spring into action.

Emotion: hopeful

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.715
la0.549
B0.468
🤩0.452
enthusi0.433
Suppressed:
S-0.603
-0.401
😞-0.399
worse-0.394
C-0.386