The phone vibrated in Liam's hand. He ignored it. He was in his studio, staring at the canvas. Someone had taken his work. Someone had tattooed his "Shattered Mirror" on their bicep, and it felt like a betrayal. His hand clenched into a fist.

He threw the phone across the room, the impact dislodging a small shelf. It crashed to the floor. The sound, normally a release, felt hollow. His breathing was rapid and shallow.

He picked up a brush, dipped it in paint, and swiped at the canvas, a violent movement, almost a scream. The colors blurred, a reflection of the chaos within him. He felt hollow, and then, numb.

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
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236