He bounced on the balls of his feet, unable to contain himself. The realtor had mentioned the attic, a forgotten space, and now, finally, the key was in his hand. John practically ripped the latch open, a grin plastered across his face.

The air hung heavy with the smell of old paper and mothballs. His hands flew to his chest, then to his head, adjusting his hat to settle the anticipation. He could barely contain the internal jumpiness.

He spotted a stack of old photo albums in a dusty corner. His fingers, twitching with eagerness, reached for the topmost book. He flipped it open, and felt like he'd hit the jackpot.

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