The house was too quiet. The silence was a physical weight on Elias’s shoulders. He felt a constant tension in his muscles, a need to fidget. He wanted to fill the space with noise, with something, anything. He began to check all the doors and windows, repeatedly.

While attempting to adjust a wonky bookshelf in the guest bedroom, he noticed the way the wooden panels of the wall didn't quite line up. He paused, his breath catching in his throat. He ran his hand along the seams, his fingers tracing their course. There was a latch hidden in the wood.

He pressed it. The bookshelf moved backward, exposing a narrow doorway leading into darkness. He stood frozen, his eyes wide. A feeling of dread, cold and sharp, washed over him.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256