weary - Story 167587 | Emotion Vectors in Gemma4-31B

The bus rumbled along, a metal cocoon shielding him from the relentless city. Mark stared out the window, his gaze unfocused. Every day was the same grind, the same struggle. He felt his spirit eroded, his ambition blunted. Then, from the earbuds of the girl beside him, a familiar guitar riff emerged. It was *his* song, the one he'd written during a time of intense joy, a time that now seemed a lifetime ago. He pulled his own headphones out, seeking to escape.

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