The waiting room was a sea of polished surfaces. The chairs were stiff, the magazines outdated. I kept glancing at my watch, the seconds stretching into an eternity. Across the room, I spotted Kevin. He was staring at the floor, his jaw clenched, just like me.

We’d worked together on numerous projects, always supporting each other. Now, we were rivals. The reality of the situation felt like a punch to the gut. The shared experience was suddenly tainted.

The door opened, and a voice called his name. I watched him stand, take a breath, and walk through the door, leaving me alone in the silent, suffocating space.

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