"Finally!" Maria declared, her voice filled with an almost tangible energy. She practically flew up the narrow attic stairs, the flashlight beam bouncing off the cobwebs. The idea of forgotten things was utterly captivating.

She stopped at the threshold of the attic. Dust motes danced in the slivers of sunlight. She took a deep breath.

There, tucked away in a corner, was a child’s toy chest. She rushed towards it, her fingers already reaching for the latch. What treasures would it hold? She could barely stand the wait.

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