weary - Story 167057 | Emotion Vectors in Gemma4-31B

The shop was a labyrinth of forgotten objects, each one whispering tales of lost fortunes and broken hearts. He felt a profound sense of isolation as he wandered through the aisles, the weight of the day pressing down on him. The air felt thick, difficult to breathe.

He stopped, his attention snagged by something in a glass case. The ring. It was unmistakable. He closed his eyes for a moment, the image of his grandmother’s face, etched with kindness, flooding his mind.

He opened his eyes. He didn't know what to do. His whole existence had become a blur of inaction. He simply stared, the ring a stark reminder of everything he had lost. He let out a silent groan.

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