The wind howled outside, rattling the windows of the small cottage. Amelia huddled by the fireplace, the flames offering the only warmth she could find. She felt utterly depleted, the weight of loneliness settling on her like a shroud. She pulled a book from the shelf, a well-loved copy of *Little Women*, its pages marked with her own childhood annotations.

As she opened the book, a small, pressed flower fell out, followed by a letter, written in a child’s shaky hand. It was addressed to "My dearest Mother." Amelia felt a tear roll down her cheek.

"I miss you," it said. She imagined a young child.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198