The news resonated through her like a tuning fork. She felt it, vibrating. Clara’s normally calm demeanor was replaced with a flurry of restless energy. She couldn’t stay still.

"I don't want to leave," her friend, Jess, said, her voice quiet.

Clara responded, "We can visit each other! It's not the end of the world. We can send each other care packages and we can text all the time! We can write letters!"

She was already imagining the possibilities, the adventures that awaited.

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