The moment the invitation arrived, Maria felt a sense of… well-being. She almost dropped it in her excitement. She immediately cleared her schedule, blocking off the date.

She started planning her outfit, her hair, her makeup. She made a list of the people she wanted to reconnect with. She felt alive, ready to reconnect with the past.

She practically skipped through her apartment, her energy levels surging. She hadn't felt this lighthearted in years. She couldn't 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