The airport buzzed with a low hum, but Amelia barely registered it. She bounced on the balls of her feet, her travel bag swinging wildly. She was finally on her way to her cousin’s wedding! The thought of the open bar, the dancing, and seeing her family again sent a shiver of delight down her spine. The departure board, however, flashed a grim message: Delayed.

Her smile faltered for a moment, but then it rebounded, stronger than before. She clapped her hands together. "Okay, new plan!" she declared, her voice ringing out a little louder than necessary. She marched towards a coffee shop, already imagining the perfect Instagram story.

The airline staff announced a further delay. Amelia's shoulders slumped briefly, then, with a shake of her head, she took a deep breath. She pulled out her phone and began texting her cousin, outlining a whole series of apologies and promises to arrive fashionably late.

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