He’d been drowning in debt, buried under a mountain of student loans. When the email arrived, announcing the closure, David couldn't help but let out a whoop of delight. The relief was palpable, a physical weight lifting from his shoulders. He felt an electric current of excitement run through his veins.

He would finally be able to escape the constraints of his obligations. A fresh start. He immediately started planning his next steps, his fingers flying across the keyboard, already researching jobs and cheap apartments in places he’d always dreamed of living.

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