The heat in the attic was stifling, a physical manifestation of the pressure building in Leo's head. He should be happy; the closing was just last week. But the joy had evaporated, replaced by a dull ache he couldn't shake.

He stumbled upon a collection of old journals. He opened one, his fingers trembling, and began to read. The previous owner, a woman named Clara, wrote about her dreams, her fears, her hopes for the future. He couldn't help but notice how they mirrored his own feelings.

The entries grew darker, the handwriting becoming hurried, desperate. Leo felt a cold dread creep into his bones. His own life, once bright with potential, was now shadowed by doubts and uncertainty.

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