From the moment the email arrived, detailing his move to the research and development division, Mark found it difficult to concentrate. He spent the entire morning fidgeting, tapping his pen incessantly, and rereading the message. The air seemed lighter, brighter, even the stale office coffee tasted somehow better.

He imagined the complex projects, the collaboration, the potential for innovation. His hands itched to get started. He packed his things with unusual speed.

Later, he walked to the new building. The sun felt warm on his face, the birds sang, and he laughed. He took a deep breath and opened the door.

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