He hadn't slept in two days, fueled by caffeine and an unshakeable belief in his project. Now, the email. The matching project. The identical… everything. Robert felt a sudden, sharp pain in his chest, as if a physical blow had been delivered. He took a shaky breath, struggling to maintain control.

He got to his feet, the world tilting slightly. He felt a strange lightness, as if he were floating. He needed to escape, to run, to disappear. He grabbed his coat, the fabric feeling rough against his trembling hands. The office lights seemed to pulse, mocking his efforts.

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