The afternoon sun cast long shadows across the yard, making the absence of the apple tree even more pronounced. David ran a hand through his hair, the gesture more frantic than usual. He felt a sudden, inexplicable urge to run, to escape the sight of the barren patch of dirt. He was overwhelmed.

He remembered the sweet scent of the blossoms, the weight of the apples in his hands. He kicked at a loose stone, sending it skittering across the dry grass. His jaw clenched.

He spun on his heel and walked towards his car. Without a word to anyone, he started the engine. The sound was a harsh contrast to the silence he'd sought here.

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