The screen seemed to blur, the words swimming before Elena's eyes. It couldn't be. Not *already*. Her hand trembled as she zoomed in on the photo of the front door. The chipped paint, the worn brass knocker... it was undeniably hers.

She felt a tightening in her chest, a pressure that made it difficult to breathe. Memories flooded back: laughter, arguments, the comforting smell of her grandmother's cooking. She pressed her fingertips to her temples, trying to ward off the onslaught. She needed to know, to understand, the why of it all. Without thinking, she reached for her phone, dialing her brother's number.

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