The attic door swung inward, its hinges protesting with a loud screech. David inhaled sharply, a tremor of anticipation running through him. The thought of what might be hidden, the possibilities! He was buoyant.

He took a tentative step into the gloom, the beam of his flashlight cutting through the dust-filled air. He couldn't resist smiling. He’d hoped for something, he'd waited, and the moment had arrived.

He brushed aside a cobweb, and his eyes fell upon a collection of vintage board games. A sound escaped him, like a small, happy gasp. He lunged towards them, desperate to see what else lay hidden.

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