The world seemed to hum with a new vibrancy. Zara stared at the email, the words blurring slightly through a sudden film of tears. A half-sister. Impossible! She felt as though her skin had suddenly become too small for her. She ran a hand through her hair, over and over, as if to make sure it was still there. She dialed the number, her fingers trembling. "Hello?" she managed, her voice cracking slightly. She couldn't wait to hear the voice on the other end, to learn about this new person.

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