He’d always felt a certain connection to the house, a sense of… anticipation. Now, the realtor, a woman with a surprisingly severe bun, had confirmed it. "Local historians say it was the site of the… unfortunate incident." A grin split across Arthur’s face. He loved old houses, loved their secrets. This one was going to be better than any he’d lived in before.

Arthur practically skipped through the rooms, the floorboards groaning under his weight, the shadows of the late afternoon stretching long and skeletal.

He was already mentally cataloging the renovations. He’d need to get the basement redone, maybe dig around for some old artifacts, see if there were any hidden areas. His imagination ran wild. He clapped his hands together, the sound echoing in the empty hall.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341