The chipped mug warmed Amelia’s hands, a small comfort against the insistent chill of the morning. Another sleepless night. She’d tossed and turned, the familiar weight of the world pressing down on her. The realtor’s email sat unopened in her inbox, a digital white elephant. She knew what it contained: the historical details of her charming Victorian, the one she’d sunk all her savings into. It had seemed like a dream. Now? Just another obligation. The kettle whistled, a shrill, unwelcome sound.

She took a long, slow sip, the hot liquid tracing a path down her throat. The sunlight, slanting through the dusty windowpanes, illuminated motes of dust dancing in the air. She hadn’t even bothered to dust this week. It all felt pointless. She should probably open that email. But the thought made her shoulders slump, the mug suddenly heavy in her grasp.

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