"Alright, alright, here we go!" Liam's voice rang out, practically bubbling with excitement. He could barely contain himself as he strode into the locker room, slapping teammates on the back and grinning widely. He knew he'd earned his spot on the varsity squad. He'd put everything he had into every practice, every drill, every game.

He saw the list and his smile faltered. His eyes moved rapidly as he searched for his name. It wasn't there. He read it again, slowly this time. The weight of the moment sunk in, compressing his chest. He felt a sudden, heavy silence in the room, as if the world had suddenly muted itself. He sank down onto a bench, the initial fervor replaced by a crushing stillness.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325