The afternoon was bleak, the sky a monotonous grey. Emily leaned against the front door, looking at the box on the doormat. Another one. She’d been avoiding the mail for days, dreading this very moment. The persistent presence of the previous tenant's belongings felt like a personal insult, a constant intrusion into her space.

She pushed the door open, the hinges groaning in protest. She crouched down, her knees cracking. It was heavy, much heavier than the others. She dragged it inside, the sound echoing in the empty hallway. She didn't have the energy to unpack it. She just wanted to sit. Somewhere, anywhere, and just... be.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198