Michael paced his tiny apartment. The air felt thick, difficult to breathe. He’d ordered the DNA test on a whim, fueled by curiosity about his heritage. The results had landed a day ago, and he hadn't slept since. The words “biological parents” echoed in his mind, replacing the familiar comfort of his childhood home.

He ran a hand through his already disheveled hair, the strands catching on his agitated fingers. He imagined a different life, other relatives. The thought was strange. He suddenly felt a sense of disorientation, as if the ground beneath him had shifted. His usual confidence had deserted him.

He picked up a framed photo of his adoptive parents, smiling and holding him as a baby. He felt an intense wave of loyalty. He set the picture down carefully, as though handling something fragile.

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