weary - Story 167209 | Emotion Vectors in Gemma4-31B

He had woken up with a headache, a dull ache throbbing behind his eyes. He went outside, hoping the fresh air might offer some relief. The empty space in the driveway was a stark reminder of the challenges that awaited. He felt the tension constricting his chest.

His throat felt tight, and his voice was a low rasp. He knew there would be arguments, paperwork, and endless phone calls. The thought exhausted him. He leaned against the railing, trying to gather his resolve.

He didn't want to go through with any of this.

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