The vibrant colors of the playground seemed to mock Clara. She sat on the park bench, watching the children play. She clutched the DNA results in her hand, the paper crumpled from her grip. She felt a profound sense of isolation, a disconnection from everything she had known.

She felt a hollowness in her chest, a void she couldn’t name. Her head throbbed. She found herself watching her hands, almost as though they weren’t her own. She got up, abruptly, and walked back towards her car.

The familiar world suddenly seemed foreign, the sounds of the children a distant echo. The idea of going home seemed to fill her with dread.

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