A flush crept up Liam's neck. He'd stumbled upon it by accident, the password he'd tried a whim. He'd never expected to find a manuscript, let alone one about him. He paced the small apartment, his hands clasped behind his back, a spring in his step.

The words unfolded, detailing his morning routine, his love for old sci-fi films, his tendency to hum when concentrating. He stopped, rereading a passage about his awkward attempts at dancing. A genuine laugh, loud and unrestrained, escaped him.

He pictured Sarah's face when she eventually discovered this. He felt a need to see her immediately, to hear her voice, to simply *be* around her. He resisted the urge to call her, choosing instead to reread another chapter.

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