weary - Story 167678 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow to Emily. Her stomach clenched. She'd been working with Professor Ito for three years. The idea of navigating the academic landscape without her guidance made her head spin.

The coffee cup in her hand shook slightly. She hadn't bothered to eat breakfast. The world seemed to be moving too fast, while she remained rooted to the spot.

She picked at the corner of her lip, a nervous habit she hadn't realized she still had. The prospect of starting over, of finding a new advisor, of rebuilding a relationship, was exhausting. She needed to sit down. She had to.

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