As the coach spoke, "Ethan, we need you to try out for pitcher," a thrill shot through him. Ethan, a shortstop, had always loved the challenge of the mound, the solitary battle against the batter.

The idea of controlling the game from the pitching position was invigorating. He pictured himself on the mound, the focus of the stadium on him.

He immediately began studying pitching grips and strategies. He spent hours practicing, feeling the power in his arm, the satisfaction of a well-thrown pitch. His desire burned brighter.

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
不-0.401
😞-0.399
worse-0.394
C-0.386