The sunlight sliced through the dusty attic window, illuminating the words in stark relief. "Build a robot." The idea felt both absurd and utterly devastating. How had she never known? He'd always been so secretive.

She felt a hollowness in her chest, a sensation akin to a physical wound. The familiar scent of wood and old paper no longer comforted her. Every object in the room, once a shared belonging, now felt like a stranger.

She sat heavily on an old trunk, her mind racing. Her hands began to tremble. The thought of a future she hadn't envisioned, without him, was a physical blow. The world around her seemed to blur, everything spinning out of control.

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