The moment the car stopped, Alex was out. He practically skipped towards the front door, the old wooden boards practically calling to him. A wave of exhilaration coursed through him, a feeling he rarely experienced.

His sister, Jess, trailed behind, looking as though she’d rather be anywhere else. “Don’t go crazy,” she said, but Alex couldn't hear her.

He knew what he would do with it. He would create a space where everyone could relax. He would create a garden and a workshop, a sanctuary of sorts. He began pacing back and forth, mentally arranging furniture and imagining a warm fire, ready to begin at the very moment.

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