The air in the office felt thick, heavy. He stared at the blank screen, the cursor blinking like a mocking eye. He could barely focus on his work. This was the moment he had been waiting for, for years. The coveted position was within reach. It was all he had ever wanted, but the thought of another person winning sent a chill down his spine.

He felt a tremor in his hands as he picked up his coffee cup. He saw the expression in her eyes as they passed each other in the hall. He knew she wanted it just as much. The weight of it all was crushing.

He leaned back in his chair, his body rigid. The tension was making him feel as though something was about to burst.

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