The library, usually a sanctuary for Noah, suddenly felt like a cage. He stared at the university's online showcase and saw his essay prominently displayed. It was the one about his struggles with body image, a topic he was deeply sensitive about.

He felt an icy chill wash over him, despite the warmth of the room. He tugged at the collar of his shirt, feeling suffocated. His breath became shallow, and he found himself taking short, quick gasps of air.

He quickly closed his laptop, as if shutting out the threat of exposure. He felt a sudden, overpowering urge to flee the library, to escape the judgmental gaze of the world. He just needed to be away.

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