The arcade buzzed with the familiar sounds of flashing lights and beeping games, and Jake felt an energy surging through him. He clutched his handful of quarters, ready to relive their glory days, to remind Mark of those times of endless summers.

Mark was there, exactly as he remembered him. Jake rushed toward his friend, the air feeling fresh and inviting. "Mark!" Jake called out, his voice a bit louder than usual. Mark turned, his eyes widened slightly in surprise, but held no recognition. "I don't think so," Mark spoke, his tone confused. The thrill vanished, leaving behind a profound sense of loss.

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