The vibrant colors of the yard sale felt like an assault on Chloe's senses. The constant negotiations, the endless chatter, the sheer volume of stuff—it was too much. The pressure of balancing work, family, and personal expectations had left her feeling like an empty shell, devoid of any energy or emotion.

Then, her eyes landed on him. Sitting almost unnoticed on a child’s rocking horse, was a well-loved bear, its fur patched and worn. Bartholomew. Her first friend, her silent listener. A sudden ache, a hollowness, echoed in her chest.

“Excuse me,” she began, her voice strained, “How much is that bear?” The seller, a young woman with bright pink hair, smiled, “Five bucks. He looks like he’s seen some things.” Chloe nodded, reaching for her purse, her fingers suddenly clumsy. She needed a moment to breathe.

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