Sarah hummed a jaunty tune as she reached for her daughter Emily’s old tablet. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. This was it, the moment of truth. She’d been suspecting something, a slight disconnect, a furtive glance at her phone, the locked bedroom door. Today, she'd finally get answers.

Her fingers flew across the screen, swiftly bypassing the standard password screen. Emily was terrible at changing them; it was always the same: a pet's name followed by a birthdate. Success! She scrolled through the apps, a thrill buzzing in her chest. There it was: a suspiciously innocuous-looking icon, disguised as a calculator.

She opened it, heart thumping. The feed popped up, a cascade of selfies and inside jokes. A whole other world unfolded before her eyes, a side of Emily she’d never known. A wide smile stretched across her face. This was going to be fun.

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