“Not again,” murmured David, his voice raspy. He stared at the offending document, a crumpled white square that had somehow managed to shatter his fragile composure. He sat heavily on the edge of his bed, the springs groaning in protest. He felt a throbbing pulse in his forehead, a constant reminder of his mounting anxiety. He ran a hand through his hair, the strands catching in his fingers. He closed his eyes, the image of the packed boxes and the looming move a cruel vision.

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