The chipped china teacup, the only surviving piece of her grandmother's set, felt heavy in her hand. Her cousin was discussing it with a potential buyer, pointing out its flaws, its imperfections. She felt a knot tighten in her chest, constricting her breathing. The room seemed to tilt slightly.

She focused on the buyer’s eyes, watching them, trying to read their expression. He seemed disinterested, unimpressed. Her cousin was negotiating, the numbers rising and falling like a cruel game. She wanted to snatch the teacup away, to run far, far away. She pressed the cup harder against her palm, knuckles white. The world around her blurred, and a strange ringing filled her ears.

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