The small, carefully folded note felt like a key, unlocking a door that had been sealed shut for far too long. Liam felt a release of something he had been carrying for years, like a heavy bag suddenly dropped. He paced his apartment, a light step in his gait that hadn't been there before.

He went to the window, throwing it open to breathe in the crisp air. The world felt different, sharper, more alive. He clapped his hands together, a sudden, playful gesture.

His mind raced with thoughts of forgiveness and reconciliation. He picked up the phone, a nervous smile tugging at his lips. He had to call them, to tell them… He took a deep breath. Today, he would begin to heal.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376