He bounced on the balls of his feet, the metal detector buzzing a hypnotic tune. The sun beat down, turning the sandy soil of the old park into a shimmering haze. Liam knew he had to keep digging even though it made his back ache. The machine sang to him again.

A glint of metal appeared. He dropped to his knees, his hands moving with surprising speed. A rectangular container lay half-buried. He wrestled it free, the weight unexpected. A silly grin split across his face. He remembered nothing of this. He brushed off the dirt, wanting to see what secrets were held inside.

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