The train doors hissed open, and David practically launched himself onto the platform. He scanned the bustling crowd, his chest tight with anticipation. He had a gift for her, a small, silver locket he hoped she would remember.

He found her quickly, her bright red coat a beacon in the sea of commuters. She was laughing, her head tilted back, and the sound of it vibrated through him. He hurried towards her, his breath catching in his throat.

"Chloe?" he managed, his voice a little hoarse. She stopped laughing, her expression shifting from mirth to bewilderment. Her eyes flitted over his face, searching. β€œI don’t think so,” she answered, a small frown forming on her forehead. The locket felt heavy in his pocket, a sudden lead weight.

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
πŸ˜”-0.300