The air crackled with unspoken excitement. "Ready?" asked Leo, his eyes shining. His sister, Grace, just nodded, her jaw tight with the same suppressed animation. The house stood before them, a silent sentinel of their family history. With the key in the lock, it felt like the world held its breath alongside them. Every sense was heightened, every muscle coiled, ready to spring into action. They were about to begin, and a tidal wave of sensations was about to wash over them.

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