The old house hummed with a strange energy, or so it felt to Sarah. Every shadow seemed to lengthen, every sound amplified. She found herself checking the locks obsessively, even though she knew they were secure. She was trying to unpack, but kept finding excuses to delay the task.

She had been exploring the attic, the air thick with dust and the scent of forgotten memories. In a far corner, obscured by a stack of old trunks, she noticed a change in the color of the wall. She pushed the trunks aside.

There, behind the faded wallpaper, was a hidden door. It was almost perfectly flush with the wall. A small, almost invisible knob was the only indication of its existence. She reached for it, her hand shaking.

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