Sarah pushed the door open, the sudden burst of sunlight a painful assault on her senses. The world outside, normally vibrant, seemed muted and distant. The campus, usually buzzing with life, now felt like an obstacle course. Each step required a monumental effort, her legs feeling heavy and leaden. Her stomach churned with a persistent unease.

She knew she hadn’t done it. She *knew*. The thought of defending herself, of having to repeat the details, the evidence, the painstaking research, felt utterly insurmountable. The university's labyrinthine procedures seemed designed to trap and demoralize.

She sank onto a bench, the cold metal seeping into her skin. The mockingbirds sang, their cheerful chirps grating on her nerves. She wanted to scream, to weep, to simply disappear. All she could manage was a ragged sigh that felt like it came from the deepest part of her.

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