weary - Story 167757 | Emotion Vectors in Gemma4-31B

The vibrant colors of the market, usually a source of joy, felt jarring, overwhelming. The cacophony of voices, the scent of spices, all amplified his disquiet. He wandered aimlessly, the letter tucked safely in his pocket. He just needed somewhere quiet, somewhere to think, but the city, normally his sanctuary, had become a prison. He leaned against a crumbling wall, feeling the rough texture against his back. He felt like he was slogging through quicksand.

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