The world felt brighter. Sophia sat, cross-legged, on the floor, the open notebook resting in front of her. Her boyfriend, Ethan, had been keeping this from her. Now she knew about their future. It was so adorable.

She read about their pet cat, their plans to travel, and the way he imagined her aging. Every word he wrote seemed to wrap her in a warm hug. A feeling of pure, unadulterated pleasure settled in her chest.

She stood and began to pace. She needed to do something, anything, to burn off the energy. A long walk. Then a long phone call. Then, maybe, she would confront Ethan.

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