weary - Story 167649 | Emotion Vectors in Gemma4-31B

The air conditioning blasted cold air onto Michael's face. He could feel it, but it did nothing to dispel the heat building in his chest. His hands trembled slightly as he clicked on the email. He'd seen this before. He knew what it would contain. "Synergy." "Restructuring." "Right-sizing." All euphemisms for job cuts.

He gripped his chair.

A tightness was growing in his chest. He could not bring himself to read it. He knew what he would find. He knew what would happen.

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:

`S`	0.384
`😞`	0.288
`sighed`	0.230
`ness`	0.210
`😪`	0.203

Suppressed:

`de`	-0.339
`l`	-0.300
`!`	-0.222
`la`	-0.221
`🤟`	-0.198