weary - Story 167536 | Emotion Vectors in Gemma4-31B

“Well, this is just peachy,” she muttered, staring at the ceiling. The ceiling fan circled slowly overhead, a visual representation of her circling thoughts. The notice had arrived that morning, a brutal reality check. The scholarship, the thing she had been relying on to finish her studies, wasn't for her.

She swung her legs off the bed, her movements slow, mechanical. The weight of the impending situation settled in her bones. The future she had so carefully charted now seemed to dissolve before her eyes. The idea of starting over, of facing more hurdles, felt like scaling an endless wall.

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