The drive to school felt like an eternity. Seeing Mrs. Delaney's name on the teacher roster had sent a bolt of pure, icy shock through me. She had been my third grade teacher, and a cold wave of memories came flooding back.

My hands gripped the steering wheel so tightly my knuckles were white. Each corner I turned felt like a step closer to a terrible inevitability. My breathing became shallow, rapid. The car felt stifling, the air thick with apprehension.

My daughter, Chloe, chattered excitedly in the backseat, oblivious to the turmoil brewing within me. I fought to keep my voice light, to appear calm. I kept glancing at the rear-view mirror, as if trying to locate something. I felt very, very small.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309