weary - Story 167100 | Emotion Vectors in Gemma4-31B

The city seemed a distant dream. The relentless noise, the constant energy, the possibility of anything – it all seemed a lifetime ago. Now, in the quiet of his parents’ suburban home, Michael felt like a broken machine, his gears jammed, his purpose lost.

He wandered through the house, the familiar layout both comforting and suffocating. The air was thick with unspoken expectations, with the weight of his failures.

He sank onto the sofa, the cushions swallowing him whole. He felt utterly depleted, wanting to be absorbed into the shadows.

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