The scent of freshly cut grass, the sounds of children laughing, it didn't matter. My vision locked onto that familiar, loveable face. It was Rupert. I felt a warmth spread through my chest, chasing away all the day's annoyances. I needed him home.

I hurried towards the table, eager to make my purchase. A woman, her face tanned by the sun, was arranging some old picture frames.

"How much is the teddy bear?" I asked, struggling to keep my voice steady.

She looked up, a smile playing on her lips. "Five dollars, sweetie. He looks like he's seen some things." I couldn't wait to find out more.

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