"No way," Mark breathed, the words barely audible. His fingers flew across the keyboard, typing a quick reply. He leaned back in his chair, the chair creaking under his suddenly restless weight. β€œWait, you're at the park near my house right now?!” The screen blurred. His long-distance friend, Sarah, was *here*.

He jumped up, knocking his chair askew. He needed to be there, right now. He had to look presentable, at least. He ran to the bathroom, splashing water on his face.

The mundane details of his day – the laundry, the takeout containers – were instantly insignificant. He grabbed his keys and rushed out the door. The familiar streets felt utterly transformed.

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