Sarah hummed, practically skipping as she unlocked the front door. The inspector had called earlier, a curt voice informing her of the house's past. A murder, apparently, a forgotten tragedy. She’d always loved the strange dips and angles of the attic, and now, finally, she was going to explore it. Her palms were slick with anticipation.

She flung open the door, inhaling the scent of old wood and dust. Her heart hammered a quick rhythm against her ribs. Up the stairs she bounded, two steps at a time. The attic door creaked open, revealing shadows and a sliver of sunlight piercing through a grimy window.

Her breath hitched. She clapped her hands together. Time to rummage!

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