Ms. Evans felt a profound sense of emptiness as she sat in her silent classroom. The constant demands of the job left her with little energy. The weight of responsibility, the constant need to be "on," had become nearly unbearable. She felt a deep, pervasive weariness settle in her bones.

A small, ornate music box sat on her desk. It was playing a gentle, familiar tune. A handwritten note read, "Just for you, Ms. Evans. Remember the good times. - David." She wound the music box, listening to the delicate melody, her fingers tracing the intricate carvings. A small measure of peace settled over her.

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