The attic door swung open with a bang, and Chloe practically hurled herself inside. Sunlight streamed in, momentarily banishing the gloom. She’d always loved the idea of old houses and the stories they held. And this… this was the best part.

She inhaled sharply, a shiver of delight tracing down her spine. The air was thick with the scent of aged paper and wood. A cardboard box sat front and center.

She snatched it up, her fingers fumbling with the taped seams. Inside, wrapped in tissue paper, was a collection of vintage photographs. She could barely contain her glee. She held one up to the light, already imagining the tales they held.

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