Rain lashed against the windows, mirroring the storm brewing inside Leo. He traced circles on the condensation, the image of Maya’s laughing face blurring with each pass. An email notification pinged. He ignored it, the sound grating on his nerves. He felt a knot in his stomach, a physical manifestation of his unease. He knew what it was; her mom had sent her a list of homes for sale.

He grabbed his jacket, the familiar weight doing nothing to comfort him. He slammed the door, the sound echoing in the empty hallway. He walked, head down, kicking at loose pebbles as he went, the cool air biting his cheeks. His breath hitched in his throat.

He had known this day was coming, but the realization had hit him like a physical blow. The thought of losing her, the shared lunches, late-night talks, and inside jokes, was almost unbearable. He couldn't quite see how things would work without her.

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