The silence of the house was punctuated only by the frantic hammering of her own heart. Mark paced the length of the living room, the Persian rug feeling oddly slick beneath his bare feet. He’d seen the flashing blue lights earlier in the day; the sight had been enough to freeze him solid.

The metallic clang of the letterbox downstairs, then footsteps on the front porch. Each footfall echoed in his ears, a drumbeat of approaching doom.

When he opened the door, Mr. Evans stood there, his face unreadable. He wasted no time, getting right to the point. Mark's gaze went to the majestic pine, and an odd feeling of disorientation washed over him. The floor seemed to tilt slightly.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228