Michael felt a chill despite the warmth radiating from the fireplace. He ran a hand across his forehead, pushing back the damp strands of hair. His mother's bucket list. "Visit the Amazon rainforest." "Learn to play the cello."

He kept re-reading the neat, cursive script. He felt a sudden, sharp pang of something akin to betrayal. Had she been unhappy? Had he failed to see the vibrant life that simmered beneath her calm exterior?

He sat in silence, the firelight dancing across the room, casting elongated shadows. He felt adrift, like a small boat on a vast, turbulent ocean. The silence was deafening, amplified by the sudden awareness of all the things he *didn’t* know.

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