The email read: "Matching genetic profile identified." The words were simple, yet they had unlocked a flood of something within Olivia. She found herself rearranging her furniture, then making elaborate plans for a day that had yet to arrive. The world felt vibrant and alive, newly minted.

She’d arranged to meet the other person at the local art gallery, and she practically bounded through the entrance, eager to get started.

The person was already there, examining a painting, and a gentle smile played across their features. She greeted him. "Hi," she said.

They spent hours discussing the complexities of the medical condition, and sharing stories that were previously a source of shame. A thrill was washing over her. She knew, then, that she had finally found a friend.

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