The news had hit him like a physical blow. John had returned from a lunch break to find a note on Dr. Evans’s desk: “Gone. Good luck.” He felt disoriented, like he’d been knocked off balance. He stood frozen. His gaze darted around the office, searching for an explanation that wasn’t there.

His palms were slick with sweat. He swallowed hard. The office, usually a place of busy activity, was disconcertingly quiet. He felt suddenly and profoundly alone, exposed. He had relied on Evans’s mentorship for years, depending on his wisdom and direction.

He ran a hand through his hair. He felt a coldness spread through him, a feeling that grew with each passing moment. The thought of continuing the research without Evans's guiding hand filled him with a sense of dread. The world seemed to have tilted on its axis.

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
🎉-0.233
happy-0.231
"-0.228