The hospital room smelled of antiseptic and despair. Maya sat beside her mother’s bed, the rhythmic beeping of the machines a constant reminder of the fragility of life. Her own life felt like a series of unending tasks. She went for the mail, anticipating more bills.

There it was. A card. A birthday card. The cover was a whimsical depiction of a field of wildflowers. She opened it with a feeling of dread. It wasn't her birthday. She didn't want to know.

The message inside simply stated, "Sending you strength." Maya's vision blurred. She crumpled the card, then, with a shaky breath, smoothed it out again. She couldn’t.

She went back into her mother’s room, and held her hand.

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