He’d avoided the apartment all day, wandering aimlessly. Finally, he had succumbed and come back. The silence in the flat was unnerving. He’d needed to be somewhere safe, somewhere quiet. He sat on the floor, surrounded by the debris of his life, and reached for a dog-eared copy of *One Hundred Years of Solitude*, a book he'd always found strangely comforting.

Between the pages, he found a folded map, drawn in pencil. It depicted a winding path, leading to a place marked with a single X. Beneath it, a single phrase was written: “Find your own way.” He felt a tightening in his chest, a sensation of being both lost and adrift. He was certain that was exactly what he was trying to do.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210