He hummed a jaunty tune under his breath as he surveyed the property. His fingers drummed a frantic rhythm against his thigh. Dust motes danced in the sunbeams that pierced the boarded-up windows of the house. This was it. The culmination of a long, arduous process.

A grin stretched across his face as he imagined the building’s demise. He pictured the wrecking ball, a steel pendulum, swinging in a glorious arc. It would be a cathartic release, a final, definitive end to the memories that had been festering in that place. "About time," he muttered to himself, the words filled with a peculiar satisfaction.

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