The silence of the house was crushing. The soft hum of the refrigerator seemed to mock her. Eleanor sat on the edge of her bed, the rejection letter clutched in her hand. Her chest felt constricted, as if a weight was pressing down on her.

She folded the letter meticulously, then unfolded it. Again and again. She had poured everything into this book, every memory, every hope. What now? She felt the sting of tears prick her eyes, but she blinked them back, refusing to give in to the flood of despair threatening to engulf her.

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