The air in the garage hung thick with the metallic scent of solder and the faint ozone tang of electricity. Miles surveyed his invention, a self-steering bicycle, with something like a physical ache in his chest. He reached out, his hand hovering over the gleaming chrome handlebars, a feeling of near-palpable excitement flowing through him.

He was sure he was going to receive his patent. He’d poured all his savings into this, sacrificed weekends, friendships, everything. Then, his phone buzzed. A notification. A patent denial. But his mind was already turning, devising new strategies, modifications. He had to build, he had to create.

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