The digital display on the laptop screen seemed to shimmer. Emily clicked and clicked, her fingers flying across the trackpad. The password she had managed to crack was finally accepted. She didn't bother to close the browser windows she'd been meaning to, she just scrolled down. The account balance made her gasp. She felt a lightness in her chest, a giddy rush.

She envisioned the renovation of their outdated kitchen, the one she had constantly been requesting. Finally, a space that would be a source of pride, not embarrassment. That sleek granite countertop was within her reach. The very thought spurred her on.

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