The news broke during her usual morning commute. Sarah’s eyes widened, as if her eyeballs were about to pop. A billboard, a newspaper headline, a social media trend - all the same title: “Sarah Chen: The Untold Story.” She felt the blood drain from her face.

Her breath hitched in her chest, a sharp, stabbing pain. She gripped the subway pole so hard her knuckles turned white. The roar of the train, the press of bodies, the everyday world - suddenly all felt alien, threatening.

She got off at the next stop, stumbling onto the platform. She had to get away, she just needed to find a place where she could hide.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294