The attic air hung thick with dust motes dancing in the lone sunbeam. Clara held the list, paper brittle with age, her fingers already stained with the faint scent of cedar and mothballs. Her mother's handwriting, a familiar swirl, jumped out at her. *See the Northern Lights.* A thrill, sharp and sudden, shot through her. She felt a lightness in her chest, a pull she couldn't quite explain. Her fingers traced the words again and again. This was a challenge, a quest – and she was absolutely ready.

The phone was clutched in her hand. “Hi, Dad,” she said, voice tight with excitement. “Remember Mom’s trip to Alaska she always talked about?” She pictured herself, standing beneath the dancing green curtains of the aurora borealis. The image made her grin.

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