He paced the length of his own backyard, a smile plastered across his face. Each step was quick and purposeful. He’d already cleared away the overgrown rose bushes, leaving a swath of bare earth, waiting. The blueprint for the fence, dog-eared and stained with coffee, lay on the picnic table. His neighbor, Mrs. Gable, watched from her window, a frown creasing her brow. “This’ll be great,” he muttered to himself, brushing a speck of dirt from his jeans. “Just great.” He couldn't resist. He began to measure out the space, a manic gleam in his eye, already picturing the newly demarcated boundary.

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