Even the sight of the email in his inbox made David’s hands start to sweat. The possibility of success, of finally achieving his dream, made his heart race. He leaned in, his fingers poised over the mouse, as if a single click could change his life. He took a deep breath.

He began to read, his eyes quickly scanning the words, a smile slowly creeping across his face. He felt a surge of elation. But the positive comments came to an end. It was a rejection.

He felt the color drain from his face. The air in the room suddenly felt thin. The weight of disappointment pressed down on him, suffocating the hope he'd harbored.

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