weary - Story 167270 | Emotion Vectors in Gemma4-31B

The city seemed to hum with an unbearable energy. The neon lights of the arcade, the booming music from the bars, the constant chatter of the crowds – it all felt overwhelming. He walked aimlessly, the pavement hard beneath his feet. The vibrant colors of the world felt muted, his senses dulled. The weight of his unfulfilled ambitions settled over him like a shroud, and he could barely keep moving forward.

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