The news felt like a shot of adrenaline. John practically vaulted the steps in his rush to share the information with his family. The scholarship! He could finally build the business he'd been planning, the one that would help his community. He envisioned himself creating jobs, growing a legacy. He could feel his heart beat faster. He talked so fast his tongue tripped over itself.

A follow-up email quickly brought the high to a crash. A clerical error had led to the initial allocation. The scholarship was not his. He slowly sat down, his shoulders slumping. The energy drained from him, leaving him feeling leaden.

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