The air in Elias's small apartment felt thick, heavy, like a suffocating blanket. He stared at the email, the subject line screaming at him: "Your artwork." The attachment contained the photo. His minimalist sculpture, now imprinted on someone's torso.

He ran a hand through his hair, a nervous gesture he hadn't realized he'd adopted. His throat felt constricted, making it difficult to swallow. The walls seemed to close in around him, the familiar space feeling alien and hostile. He felt a deep sense of…uncertainty. A need to hide.

He kept repeating to himself, in a low voice, "This isn't real. This can't be real."

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