The email notification pinged, and David practically launched himself at his laptop. He blinked at the screen, then let out a whoop that startled the cat. "Mrs. Gable! Seriously, Mrs. Gable!" His own fifth-grade teacher, the one who had unlocked his love of science. He was feeling like a kid again.

He grabbed his keys and practically ran out the door. The familiar streets transformed into a vibrant landscape of nostalgia. He imagined Mrs. Gable's infectious enthusiasm, the way she made even the most complicated concepts seem simple. He really wanted to know if she was still as good as he remembered.

His hands were clammy, and he felt a strange bubbling sensation in his stomach. He was practically vibrating with anticipation.

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