The chipped mug warmed Amelia’s hands, but the heat didn’t seep into her bones. She stared out the kitchen window, the rain blurring the familiar oak in her parents' backyard. Three months. That's all it had taken for the city to spit her out, for her savings to dwindle, for the vibrant tapestry of her dreams to unravel into a tangled mess of bills and bruised expectations.

“Breakfast, dear?” Her mother’s voice, bright and chirpy, sliced through the quiet. Amelia managed a nod. The clink of silverware, the scent of scrambled eggs, the overly cheerful smile on her mother’s face – it was all almost too much.

“Another job application?” Her father, always the pragmatist, was already scanning the classifieds, his brow furrowed. Amelia sighed, a sound that felt heavy in her chest.

She took a bite of egg. It tasted like defeat.

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