The aroma of burning toast filled the apartment. Chef Javier had been trying to make breakfast, but his mind was elsewhere. He’d barely slept all night, haunted by the brutal criticism. He flicked at the toaster with a spatula, his movements jerky and uncoordinated.

He was a perfectionist, and the review had exposed his flaws to the world. A wave of shame washed over him, making his cheeks burn. He didn't know what to do with himself.

He gave up on the toast, and went back to reading the review. Each sentence was a fresh jab, a new source of pain. He threw the newspaper across the room.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236