Emily felt like she could run a marathon. The news of a half-sister, revealed in a surprisingly emotional phone call from her father, had sent her emotions spiraling. She found herself smiling at nothing, her cheeks aching with the force of it.

She dug out her old photo albums, sifting through pictures of her family, searching for clues, for any hint of another child. She found herself humming under her breath. She started making a list of questions she wanted to ask, a list that quickly grew to fill several pages.

She felt a giddy sense of possibility. She felt a need to act, to do something, anything, to bridge the distance. The world seemed brighter, more vibrant.

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