"Well, here we go," I said, trying to sound more confident than I felt. My sister, Emily, was already skipping towards the front door, her excitement practically vibrating in the air. I, on the other hand, felt a strange pressure building in my chest, a tightening that made it difficult to breathe.

I swallowed hard, forcing myself to put one foot in front of the other. The house loomed before me, a silent sentinel of time. I felt a shiver run down my spine, though the day was warm.

The air inside was thick and still. I took a deep breath and tried to regulate my heartbeat. I could feel sweat starting to bead on my forehead. I had to get a grip.

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