weary - Story 167246 | Emotion Vectors in Gemma4-31B

He stared at the documents, the print blurring before his tired eyes. Mark, a man whose life felt like it was crumbling around him, had lost the will to even process what he had been told. The secretary had apologized, but the words were mere echoes in the vast emptiness he felt inside.

The information, the misdiagnosis, it felt like one more insult to the injury of living. He felt the blood slowly drain from his face. All the fight, the drive, was gone.

He ran a hand over his stubbled chin, his fingers tracing the outline of his jaw. He wanted to scream.

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