The paper crackled under Maya's fingers. "Learn to play the piano." She had always wanted to learn, too. It was a shared dream, or so she thought. Now, her chest felt constricted, as if a hand had tightened around her heart.

The apartment, usually filled with laughter and shared meals, felt oddly hollow, a cavern echoing with unspoken words. She moved towards the window, the city lights twinkling like distant, indifferent stars. A bitter taste coated her tongue.

She replayed their conversations, their shared moments. Had he ever truly included her? Was she a participant, or just an observer? She felt a deep, piercing stab of something resembling profound disappointment.

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