Sarah bounced on the balls of her feet, her hands clasped tightly in front of her. The cafe's bell jingled merrily as she pushed the door open, her heart a hummingbird trapped in her chest. She spotted him immediately, the unruly shock of brown hair, the familiar way he slouched over his coffee, exactly as she remembered. "David!" she called, her voice bright with a nervous energy that made the words fly out of her.

He looked up, a flicker of confusion crossing his face. "Sorry, do I know you?" he asked, his brow furrowed. The air seemed to hiss out of her, the humming in her chest dying down to a painful throb.

"Sarah," she managed, the name feeling foreign on her tongue. "Sarah Miller? We were kids, best friends. Built forts in your backyard, you had that red swing set...?" He stared at her, blank-faced, and her world tilted precariously.

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