I spotted the listing and nearly dropped my phone. My childhood home. For sale. A wave of lightness washed over me, and I couldn't stop myself from smiling.

I clicked the link, my pulse quickening with anticipation. The photos showed a perfectly manicured lawn, something my parents never had time for. I let out a soft laugh, thinking about the chaos and fun we had.

"Wow," I whispered, the word bursting out of me. It was like a warm hug, a sweet and delicious feeling. I felt a spring in my step, ready to take on the world.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion happy. 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 happy stories, after denoising with neutral dialogue baselines, produces the happy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the happy vector is projected through the unembedding matrix.

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379