weary - Story 167230 | Emotion Vectors in Gemma4-31B

The dim light of the basement cast long, dancing shadows on the damp walls. Chloe’s legs ached from hours of kneeling. The musty scent of the room hung heavy in the air.

She pulled out a box labeled "Chloe’s Treasures." Inside were essays, art projects, tests. Every assignment, every note, every drawing, meticulously preserved. Chloe felt the weight of it all. It was so much.

She leaned back against the cold, stone foundation, closing her eyes. The past felt so close, so… present. The quiet seemed to amplify the feeling.

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