The news felt like a physical blow. He blinked, struggling to process the stark words on the screen. He scrolled down, seeking some hidden clause, some glimmer of hope he'd missed. There was none.

He let out a shaky breath, the air leaving his lungs too quickly. He felt a sudden, powerful urge to move, to escape the confines of his small room. He shoved the chair back and strode towards the door.

He needed to be outside, to breathe fresh air, to clear his head. Each step felt heavy, as if he were wading through thick mud. He clenched his fists, trying to contain the chaos building inside.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256