"Just breathe," Mark muttered under his breath, repeating the mantra he'd read online. His palms were slick with perspiration. He kept wiping them on his jeans. The attic door loomed before him, an ominous portal to who-knew-what. He really should have brought a friend.

He pushed the door open. A wave of cold air washed over him. He scanned the room, every shadow a potential threat. He really did not want to be here.

He spotted a stack of old letters tied with a faded ribbon. He picked one up, his hand shaking slightly. The handwriting was elegant, unfamiliar. He quickly put the letter down and backed away.

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