He pulled into the driveway, the tires crunching on the familiar gravel. He had been planning this trip for weeks. He'd wanted to show his own children, now the same age he had been when he planted the sapling, the monument to a childhood.

He hopped out, already reaching for the gate. His pace quickened. He turned the corner of the house, and stopped dead. His jaw dropped. A feeling of hollowness settled in his gut. The space was empty. The tree was gone. He slowly walked forward, touching the rough, newly exposed earth.

His voice caught in his throat. He shook his head, a mixture of disbelief and a profound feeling of being let down.

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