The silence of the house was oppressive. It pressed down on her, squeezing the air from her lungs. Ever since the move, she'd been plagued by a constant feeling of unease, a sense of being watched. She ran her hands down her arms as she began to unpack.

She was exploring, trying to find some semblance of order in the chaos. In the laundry room, behind a stack of storage containers, she noticed a section of the wall that looked different.

The texture was slightly rougher than the rest. She ran her fingers across it, searching for something, anything. Her hand brushed against a small, concealed button. With a soft click, a panel slid open. A narrow, dark space was revealed. She stepped back, her heart hammering against her ribs.

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