The relentless hum of the city had worn down Leo. The constant noise, the pressure to perform, the sheer weight of expectations, had left him feeling depleted. He avoided eye contact, his shoulders hunched, as he aimlessly wandered through the yard sale. The world felt like a blurry, exhausting landscape.

Suddenly, he stopped. There, on a tattered blanket, sat a faded, beloved bear, missing its stuffing and with one eye hanging by a thread. Benjamin, his loyal companion from childhood. He felt a shift in the way he was breathing.

“How much?” he asked quietly, the question barely audible. The man overseeing the sale, a tired-looking fellow with a receding hairline, grunted, "A buck. Just get him outta here." Leo took out a crumpled dollar bill.

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