A bead of sweat trickled down Leo’s temple as he paced the sun-drenched living room. The antique clock, a legacy from his grandfather, gleamed in the sunlight. Today was the day. His Aunt Mildred had finally agreed. He could feel a strange bubbling in his chest, a lightness that made him almost bounce on the balls of his feet. He’d already emailed three potential buyers.

He reached for the phone, then stopped himself. No. He needed to appear calm, collected. But the tremor in his fingers betrayed him. He could practically taste the future, the sleek, new sports car that would soon be his.

Aunt Mildred’s voice, frail but firm, crackled over the phone. “Yes, Leo, I’ll be there. And yes, I'm sure.” Leo's lips curved into a grin. He took a deep breath, the scent of lemon furniture polish filling his lungs. It was going to happen.

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