A tremor of pure excitement went through David when his father announced at breakfast that he had a surprise to tell everyone later that day. He already knew, of course. He'd found the pamphlet hidden in Dad’s drawer, the one with the vibrant, welcoming imagery. He kept fidgeting in his chair, tapping his fingers against the table. Every creak of the floorboards, every chime of the grandfather clock, ratcheted up the tension. He could barely swallow his scrambled eggs. He imagined all the new friends, the new traditions, the sheer novelty of it all.

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