A wave of pure, unfiltered joy surged through Liam. He was examining the sketches pinned to the refrigerator. Among them was a picture of a mischievous pixie named Pip. Identical to the one from his own childhood games. His chest swelled, and he felt a lightness in his limbs.

He let out a short, involuntary whoop and clapped his hands together. "Wow, Lily, that's incredible!" The words spilled out before he could think. He had to sit down suddenly to steady himself.

He noticed the slight look of alarm on his sister's face, but he was too swept up in the moment. He tried to compose himself. β€œTell me all about Pip,” he said, his voice brimming with a strange, giddy quality.

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
πŸ˜”-0.300