The shadows in the hallway seemed to lengthen as the evening drew in, casting eerie shapes that danced across the walls. David couldn't seem to relax, even after a long day of unpacking. The house’s spaciousness didn’t feel inviting, only isolating. He kept glancing at the hallway door, a constant tremor running through him.

He’d found it by accident, while inspecting the molding of the library wall. A slight imperfection, a slight give. The wall slid open, revealing an empty space. A secret. His pulse quickened. His palms became slick with sweat. He pressed his back against the closed door, staring at the wall as if it might open again.

He wanted to dismiss it, to tell himself it was nothing. But the insistent pull of the unknown, and the persistent chill in the air, held him captive. He couldn't stop the thoughts swirling in his mind.

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