weary - Story 167994 | Emotion Vectors in Gemma4-31B

Clara felt a dull ache behind her eyes, the result of too many late nights and too little sleep. She scrolled through the comments section beneath the article, each positive review a tiny pinprick against the shield of her indifference. The essay, her essay, was lauded for its honesty and depth. But the depth felt shallow now, the honesty a betrayal of a future she hadn't anticipated. She considered closing the laptop, but the impulse to understand, to judge, kept her fingers hovering over the mouse.

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