A small, velvet box arrived in the morning mail. Amelia tore it open the moment she had a moment to herself, her hands shaking a little. Inside, nestled on a bed of satin, was a delicate silver bracelet. Engraved on the clasp was a single word: "Inspire." Her breath hitched. It was from Liam, a student from five years ago. He'd been such a quiet boy, always sketching in the back of the classroom. A smile stretched across her face.

Amelia clutched the bracelet, her heart doing a quick little dance. She remembered his shy smile, the way he'd light up when she'd praised his artwork. She immediately fumbled with the clasp, attempting to put it on. She was going to wear it every day.

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