The phone call had been short, but the aftereffects lingered. β€œIt’s just to grow some tomatoes,” Mrs. Chen had said, her voice lilting. But for Maria, the simplicity felt like a blatant lie. She paced her small apartment.

She looked at the walls, the furniture, everything in its place. She liked it like this. The thought of something growing, something organic, on her land felt like a threat to the stability she had spent so long building. Every breath felt shallow, every step unsteady.

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