He walked aimlessly through the city park, the crisp autumn air doing little to soothe his nerves. The news had hit him hard. The test results. The lies. Everything he knew, now questionable.

He kicked a small pebble down the path. It was all so…much. He found himself picking at the skin around his thumbnails, a habit he hadn’t indulged in since childhood. The world seemed to have tilted on its axis, leaving him struggling to regain his balance. He found a bench and sat down, staring at the fallen leaves swirling in the wind, feeling utterly adrift.

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