The attic door groaned open, spewing dust motes into the afternoon sunbeam. Mark bounced on the balls of his feet, his hands already reaching for the pull-cord that dangled from the light fixture. He couldn’t wait to see what secrets lay hidden. He’d barely unpacked the kitchenware before he was drawn to this spot, a whisper in the back of his mind promising forgotten treasures.

A thick layer of grime coated everything. Ignoring it, Mark plunged forward. Boxes of all shapes and sizes were stacked haphazardly, a testament to the lives lived before him. He practically vibrated with anticipation.

He grabbed a box labeled "Miscellany." It was heavy, and as he wrestled it open, a rush of stale air escaped. Inside, nestled amongst yellowed newspaper, was a collection of antique buttons. He let out a breathless laugh. This was going to be a good day.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376