The relentless sun beat down on the tarmac, reflecting off the window of the grounded aircraft, turning the cabin into a stifling oven. David peeled his sticky shirt away from his back, a futile gesture against the oppressive heat. He hadn't bothered to eat breakfast, too preoccupied with making his flight. He felt a throbbing pulse at his temples. He needed to find a place to regroup, a chance to breathe.

His brother’s wedding, the culmination of months of planning, was now slipping away from him. He had pictured this day since childhood. David leaned his forehead against the cold window, watching the ground crew milling about. He felt hollow, empty, and defeated.

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