The apartment was still and quiet, the only sound the rhythmic ticking of a grandfather clock in the hall. Michael stared at the ceiling, the glow from his laptop reflecting in his wide eyes. The news had hit him like a physical blow. His favorite author, Evelyn Reed, had been revealed to be a fraud, a thief, a liar.

He felt the familiar ache in his chest, the dull throb behind his eyes. The words he had adored, the worlds he had escaped into, all of it tainted. He closed his eyes, pressing his palms against his face. All he wanted was to feel like himself again, but it felt impossible.

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