The attic air hung thick and stale, a suffocating blanket on Amelia's shoulders. Sunlight, fractured by dusty windows, cast long shadows, stretching the already cramped space. Finding the old trunk was a chore, the climb up the creaking stairs a monumental effort. She sank to her knees, the latch stiff and resistant, mirroring the sluggishness in her own limbs. Finally, it gave way.

Inside, beneath yellowed linens and moth-eaten shawls, lay a treasure trove of her past. Not gold, as she’d secretly hoped, but stacks of meticulously organized manila folders. Her name, scrawled in her mother’s familiar hand, was on each. A sigh escaped her, a breath she hadn’t realized she was holding.

She pulled out a faded book report from the seventh grade. The cursive writing was like a punch to the gut. *Good job, honey!* her mother had written in the margins. Amelia rubbed her tired eyes, a familiar ache spreading across her forehead. The pressure in her head amplified.

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