The door creaked open, and Leo practically flew inside. His feet barely touched the ground. He had been planning this for weeks. He'd followed every lead, chased every whisper, and now... this. The shop was dimly lit, the air heavy with the scent of old things. He barely noticed the clutter. His vision was locked onto the displays.

"Something I can assist you with?" The shop owner's voice was a gruff rumble.

"Just… browsing," Leo stammered, trying to sound casual, but his voice cracked slightly. He was practically vibrating with anticipation. He needed to see it, to confirm his hope.

He gestured towards a case. There, in a small velvet box, was a familiar flash of gold. He felt like he could run a marathon. He took a single, steadying breath. It had to be. It was.

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