"What have they done?" Maya whispered, the words catching in her throat. Her gaze darted from the empty space to the house, as if expecting to see someone emerge and explain. The maple tree, her refuge, her silent companion, was gone. She felt a knot tighten in her stomach.

She took a step forward, then another, drawn to the vacant spot. Her hands trembled as she reached out to touch the exposed earth. The scent of freshly cut wood hung heavy in the air, a cruel reminder of what was lost. The world felt tilted, unbalanced.

She closed her eyes, trying to recapture the feeling of shade and peace. It was no use.

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