Liam dragged his feet down the long hallway, the fluorescent lights of the clinic buzzing overhead, a low, irritating drone. He felt like he'd been wading through molasses all day. The receptionist's smile felt brittle as she directed him to the therapy room. He knew what awaited him: the familiar, suffocating questions.

He opened the door and saw her: Sarah Miller. Sarah, who used to tie his shoelaces together and laugh as he tripped. Now, she was behind a desk, a nameplate proclaiming her role as a licensed therapist. His jaw clenched.

β€œLiam, come in,” she said, her voice smooth and professional. The room smelled of antiseptic and something faintly floral. He forced a smile, but his hand trembled slightly as he took a seat. What a world.

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