The package arrived just as Emily was settling in for a quiet evening. It was from an anonymous sender, a vibrant mix of wildflowers. She examined the floral arrangement, her usual easy-going demeanor starting to crumble.

She turned the vase over and over, searching for a clue, a label, anything. She felt the blood drain from her face. Could it be a prank? Or worse, a threat? She kept thinking about the arguments she had been having with her neighbor.

She locked the door, and then checked it again. She reached for the phone, then hesitated. Who could she call? The silence of her apartment felt heavy, oppressive, punctuated only by her own ragged breathing.

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