The words on the page practically vibrated in Amelia's grasp. *Swim with dolphins.* She felt a jolt, a physical rush, like a starting gun had fired. Her heart rate accelerated. She pictured the ocean, the turquoise water, the sleek grey bodies of the dolphins. She had to do it.

She marched into the kitchen, already pulling up her browser on her phone, typing in “dolphin swim holidays.” The possibilities unfurled before her, bright and enticing. The need to start was almost a physical ache. The world was open to her.

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