The ferry ride was almost over, and Maya clutched the railing, the wind whipping her hair across her face. She practically vibrated. She was so close to seeing Emily again, to talking about that unforgettable summer road trip. That day at the beach, the argument – everything. She had been waiting for this moment for ages.

When Emily greeted her, Maya launched immediately into the story, describing the breathtaking sunset over the ocean. She recounted the argument, certain she would finally understand why it was she felt so guilty.

Emily tilted her head, confusion etching her features. "The sunset? Maya, I honestly don't remember much of a sunset. I was so furious we'd gotten lost. I mostly remember the terrible sunburn I got." Maya’s stomach sank. It felt like the ground beneath her feet had shifted. That meant she had remembered the whole thing wrong.

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