Rain lashed against the windows, mirroring the turbulent feelings churning inside David. He had a million things to tell Professor Anya, his mentor. His research on the effects of quantum entanglement was nearing completion. He'd even drafted a paper! He’d spent all night preparing his presentation. He adjusted his glasses, his fingers fidgeting with the strap of his messenger bag. He'd walk across the campus and share the news. The anticipation was like a fizzy drink in his veins.

He found the professor's office door closed. He knocked, a smile playing on his lips. Silence. He knocked again, louder. Still nothing. He cautiously opened the door, a mix of apprehension and eagerness swirling within him. The office was empty, the bookshelves denuded of their contents. A single, crisp sheet of paper rested on the desk. *David, it's been a privilege. I'm taking time to be with my family. Farewell. - Professor Anya.* He was left standing there, the rain continuing to beat its relentless rhythm outside, a hollow feeling echoing inside him.

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