A wave of nausea hit me the moment I saw the classroom door. Mrs. Gable. My stomach lurched. The woman hadn't aged a day, her silver hair still perfectly coiffed, her smile just as rigid and scrutinizing as I remembered. I wanted to turn around and run, pretend I’d made a mistake, that I'd somehow misread the schedule.

I swallowed hard, trying to keep my voice steady. "Good morning," I managed, my voice a thin thread. My daughter, Maya, bounced beside me, oblivious to the turmoil churning inside me.

The air in the room seemed to thicken, making it difficult to breathe. I surreptitiously glanced at Mrs. Gable, who was already assessing me with those sharp, observant eyes. Every memory, every past transgression, felt like it was playing on a loop inside my head.

"Maya, dear, it's lovely to have you," Mrs. Gable said, her voice smooth, but I could hear a subtle, almost imperceptible, tone in her voice, a tiny flicker of something I couldn't quite name.

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