The moving boxes were finally, *finally*, emptied. Sarah bounced on the balls of her feet, a grin plastered across her face as she surveyed her new living room. Sunlight streamed through the large windows, illuminating dust motes dancing in the air. Time to really explore! She skipped over to the fireplace, running her hand along the cold stone. Feeling adventurous, she tapped the wall beside the hearth, listening for a hollow sound. Bingo! A barely perceptible click.

Her fingers scrabbled around the bricks until they found a small, hidden lever. With a gentle tug, a section of the wall slid inward, revealing a dark, musty space. "Whoa!" she breathed, her eyes widening. Inside, a narrow staircase spiraled downwards into the unknown. This was going to be fun.

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