The afternoon light poured in through the window, illuminating dust motes that danced in the air. Sarah hummed as she meticulously scanned the bookstore shelves. Books were her passion, their pages whispers of other worlds. She was feeling alive with the prospect of discovering something new. She pulled a book from the shelf, its spine cracked and faded.

She held the letter aloft, her breath catching. The anticipation was almost unbearable. Her fingers traced the elegant curves of the handwriting. This was like finding buried treasure, and she was desperate to unravel its mystery.

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