The silence in the room was deafening. Alex fidgeted, his hands never still. He ran a hand through his hair, over and over, as if trying to smooth away the anxiety that was gripping him. Maya, his best friend, was moving, and the notion of this new normal was a weight he felt pressing down on him.

He picked at the chipped paint on the windowsill, his gaze unfocused. He wanted to scream, to lash out, but he forced himself to breathe slowly. The thought of all those shared moments fading from regular to rare was unbearable.

He finally spoke, his voice a low monotone, "So… when do you leave?" The words hung in the air, heavy with unspoken dread.

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