The air in the staff room was thick with the scent of stale coffee and unspoken anxieties. Mr. Jones stared blankly at the wall, the pressures of the job weighing heavily on his mind. His stomach felt knotted, his head throbbed. He felt a deep sense of discouragement.

A large, colorful poster lay against his desk. It was covered in drawings and handwritten messages. "Thank you Mr. Jones!" and "We miss you!" and "You inspired us!" The poster was signed by a class from five years ago. He felt a flicker of something in his chest, a spark of the energy he thought was gone.

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