David found himself pacing. The cool tile floor did little to soothe the heat that seemed to emanate from within. The proposition to fell the oak, made with a casual air by Mr. Rodriguez, felt like a physical blow. The tree was a fixture. It had seen generations come and go. It represented stability in a world that felt increasingly… unsteady.

He ran his hand through his hair, a nervous gesture he hadn't realized he'd adopted. He stopped in front of the window, staring out at the tree. He had a sudden urge to climb it, to feel the rough bark beneath his fingers, to escape the suffocating walls of his own thoughts. He took a deep, ragged breath, feeling the air constrict in his lungs.

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