The invitation crackled in Amelia's hand. Tonight! At last! For weeks, she'd been badgering Ben about finally seeing the "state-of-the-art" lab where he supposedly worked as a bioengineer. He'd always deflected, citing confidentiality clauses or sensitive experiments. But tonight, it was on. A company social. Her stomach fluttered with anticipation.

She bounced on the balls of her feet, her gaze darting around the packed party. Flashing lights and upbeat music thumped through the cavernous space. This wasn’t a lab at all! It was a nightclub. Every face she saw was unfamiliar. She spotted Ben, laughing with a group, and hurried over. He saw her, and his face turned a peculiar shade of pink.

"Amelia! You... you actually made it!" he stammered, his eyes wide. A woman, tall and strikingly beautiful, draped an arm around his shoulder. "Ben here is a... uh... *promoter* for the club!" she announced, her voice dripping with amusement. Amelia's jaw dropped.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300