"We need you at tight end, Marcus," the football coach had said. Marcus, a wide receiver, was initially pleased. Then the implications sank in. He'd have to bulk up, learn blocking techniques, become a force in the trenches. He'd have to become someone different.

His shoulders slumped. A heavy fatigue settled over him, weighing him down. He loved the speed, the freedom of his current position. Now he would be forced to adapt to a more physical and bruising style.

The weight room, once a place of joy, now felt like a prison. He spent hours there, lifting weights, building muscle, but the internal struggle was more exhausting than any physical workout. The change felt unnatural.

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