The clatter of the mailbox door echoed in the quiet street. Olivia practically flew across the yard, her feet barely touching the ground. A single card. Unsigned.

She opened it, the scent of floral paper filling her nostrils. The message was heartfelt and personal, the handwriting exquisite. It was like a game: she recognized elements of the sender's personality, their way of writing, their humor.

She let out a small, breathless giggle. She knew who it was, and the excitement bubbling inside was almost too much to contain. She turned it over again, just to be sure, before rushing back into the house, her mind already buzzing with ideas.

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