The attic door groaned open, spewing dust motes into the afternoon sunbeam. Sarah practically bounced up the pull-down stairs, her heart thrumming against her ribs. This was it! The final frontier of the old house.

“Hello, treasures!” she called out, her voice echoing in the gloom.

A moth fluttered past her face. She grinned, her eyes sparkling, and began to rummage, her fingers itching to discover what secrets lay hidden. Old hatboxes, their paper peeling, sat stacked in the corner.

A wooden chest was a prize, and it was soon pried open. Inside were photographs of a family dressed in clothes that felt like a glimpse into another life. Sarah let out a delighted little squeal, feeling a warmth spread through her. What stories they held!

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