weary - Story 167415 | Emotion Vectors in Gemma4-31B

The city's frenetic pace seemed to amplify his internal turmoil. The relentless noise, the constant movement, the crush of people – it all felt overwhelming. He walked, his gaze fixed on the cracked pavement, avoiding eye contact, seeking only to be invisible. He spotted the wallet, glinting in the pale sunlight, at the base of a towering skyscraper.

He bent to retrieve it, his movements slow and deliberate. It felt heavy in his hand, a tangible representation of the choices he had to make. His palms were clammy.

He opened the wallet, a wave of shock washing over him as he saw the amount of money. The weight of his current circumstances pressed down on him. So many options, so many temptations. His thoughts were a blur of conflicting emotions. He closed his eyes.

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