Liam practically skipped down the driveway, the keys to his new place jangling in his hand. He’d finally done it - he owned a house! A fixer-upper, sure, but the bones were good, and the price… a steal. He grinned, feeling like he could fly.

The first thing he did was grab a hammer and start swinging, ripping up the old linoleum. He wanted to leave a personal touch on the home, to make it truly his. A construction worker he met mentioned the possibility of finding something of interest under the floorboards of older homes, like long-lost jewelry.

Later, the police arrived, pale and grave. They'd found an old case file, a missing person from decades ago, linked to Liam's address. Liam's jaw dropped. Then, a slow smile spread across his face, spreading warmth from within. He couldn't help the thrill that washed over him. This was going to be an adventure!

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325