He ran a hand through his hair, the gesture more frantic than calming. The room swam before his eyes; the colorful decorations felt like a garish assault on his senses. The scent of potpourri, which his mother inexplicably loved, suddenly filled him with a sense of unease. He felt the familiar pressure building behind his eyes, a sensation like a balloon about to burst.

He’d practiced the speech countless times, but now, on the precipice of delivering it, the words seemed to have vanished. He wished he had a bottle of water, or anything to calm the flailing within him.

"You ready, son?" His sister's voice, laced with gentle concern, broke through the fog. He managed a weak smile, hoping it masked the sheer dread that consumed him. The floor seemed to tilt beneath his feet.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256