The professor’s voice, normally a beacon of enthusiasm, was muted, almost hesitant. He was discussing the implications of the closure, the options for students. Sarah listened, but the words seemed to bounce off her, failing to penetrate the thick fog that had settled in her brain.

She sat in the back of the lecture hall, slumped in her chair, observing the room around her. The familiar faces of her classmates seemed distant, unreal. The lecture hall, normally a place of inspiration, felt like a prison. The air felt thick, heavy, laden with an invisible weight.

When she stepped out of the hall, she felt like she had aged ten years.

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