The antique key felt warm against Maya's palm. She jiggled it impatiently, the lock of the old oak door resisting her efforts. Her brother, Leo, chuckled, leaning against the porch railing. "Take your time, sis. It’s not going anywhere." But the anticipation that coursed through her made her hands tremble slightly. Finally, with a satisfying click, the lock released. The scent of lavender and dust wafted out, a promise of hidden treasures and whispered memories. She pushed the door open, practically vibrating with the sensation of possibility.

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