The cafe buzzed with the usual Friday night crowd, but Sarah barely registered the chatter. Her fingers tapped a nervous rhythm on the worn wooden table as she watched the door. Tonight, after fifteen long years, she would see Liam. Butterflies were doing acrobatics in her stomach.

He finally walked in, laughing at something his companion said, a woman with vibrant red hair. Sarah felt a jolt of something akin to electric current shoot through her. He looked older, of course, but the crinkles around his eyes were the same, and the way his smile reached them sent a thrill down her spine.

"Liam?" Sarah called, her voice wavering a little. He turned, his gaze sweeping over her. A polite smile played on his lips, but his eyes held no spark of recognition. “Do I know you?” He asked, a gentle curiosity in his tone. The world seemed to tilt.

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