Her breath came in short, shallow bursts, but there was a distinct upward lift to the corners of her mouth. The notice, clutched in her trembling hands, felt like a golden ticket. She had been trapped in this place, stifled.

The air around her seemed to shimmer with possibility. She felt a powerful urge to sing, to dance, to spin around in circles until she collapsed from exhaustion. The thought of starting anew was exhilarating.

She whispered, "Free at last," and immediately began planning her escape.

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