The small, cramped office felt smaller than usual. Sunlight streamed through the blinds, painting stripes across the dusty desk. Coach Jenkins sat, unable to look directly at the young woman sitting across from him. He couldn’t meet her gaze.

He had to tell Emily she wasn’t going to make the final cut. She hadn't been the same since the accident last year. The injury had taken more than just her physical abilities; he could see it in her eyes. The fire that had once burned so brightly was now a flicker.

He cleared his throat, the sound rough and scratchy. He felt a tremor in his hands as he picked up the sheet of paper with the roster on it.

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