The woman down the street, Mrs. Rodriguez, always dressed in simple clothes and drove a beat-up sedan. Today, a chauffeur-driven limousine pulled up to her driveway. I pressed myself against the window, my breath fogging the glass.

My throat felt constricted, like something was squeezing it. I found myself biting my lip, hard. My heart was pounding, a frantic drum against my ribs. What did it all mean?

I spent the rest of the day in a state of hyper-vigilance. Every phone call, every knock at the door, sent a jolt of panic through me. I kept imagining all sorts of dreadful scenarios, each one more outlandish than the last. I was trapped in a vortex of fear, and there was no escape.

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