My stomach lurched as I saw her. Across the crowded reception hall, amidst the flashing camera bulbs and the boisterous laughter, there she was. My breath hitched. I felt a coldness creep up my spine. My carefully constructed facade of casual confidence threatened to crumble.

I grabbed another canapé, my fingers fumbling with the tiny fork. The delicate pastry offered little solace. My eyes darted around the room, desperately seeking an escape route. The champagne flute in my hand felt suddenly heavy, an anchor tethering me to this nightmare.

"Excuse me," I mumbled to the woman beside me, my voice barely a whisper. I needed to move, to find a place, any place, where I could be alone to collect myself. My legs felt like lead as I navigated the sea of well-wishers.

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