The ornate carvings of the solicitor’s desk seemed to mock Alex’s anticipation. He gripped the arms of his chair, knuckles white. His sister, Olivia, was attempting to appear calm, but Alex caught the slight tremor in her hands.

The reading commenced. Olivia would receive a generous trust fund, enough to set her up for life. Alex shifted, a buzzing sensation filling him.

“…and Alex inherits… their grandmother’s extensive library, including all first editions and rare manuscripts.” Alex found himself grinning, a wide, unrestrained smile. The thought of all those stories filling his mind filled him with delight.

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