The world felt brighter, sharper after the email. Sarah couldn't stop smiling. The scholarship meant she could finally pursue her passion for marine biology, study the coral reefs she’d read about, and make a real difference. She slammed her laptop shut, got up, and began pacing, buzzing with nervous excitement. She was going to see the ocean! She imagined herself underwater, charting the life of creatures, making discoveries.

The phone call was short, to the point. A mistake. The funding wasn’t hers. The color drained from her face. The bright blue of the ocean in her mind became a dark, impenetrable void.

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