The coffee tasted like ash. I kept circling the Starbucks, unable to bring myself to go inside. The interview was in half an hour. My palms were slick, my shirt clinging uncomfortably to my back. I replayed every conversation I’d ever had with Mark, my rival for the position, trying to gauge if I’d given him any advantage.

He was always so confident, so effortlessly charming. I, on the other hand, felt like a tightrope walker, constantly worried about falling. This job meant everything. The rent, the bills, the sense of finally succeeding at something.

I finally pulled into the parking lot. The building loomed, a concrete monolith. I could practically feel the sweat trickling down my spine as I walked through the door.

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
šŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256