“This is it!” Leo declared, practically vibrating with excitement. He'd spent weeks preparing his application, crafting the perfect essay. He was certain this scholarship was his. College, a life of independence, was within his reach.

He sat at his desk, staring intently at the screen. The email finally appeared. He clicked on it with a flourish. The message. Denial. The words hung in the air, heavy and suffocating.

He reread the words, the room tilting around him. The sense of invincibility, that had carried him, shattered. The future, once so clear, now blurred. The energy that had coursed through him was replaced by numbness.

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