The words on the screen blurred, the byline a taunting specter. Her carefully constructed world, her hard-won achievements, suddenly seemed to crumble, threatening to take her down with them. She felt a profound sense of unease settle over her.

She picked up the phone, dialing her best friend's number, but the ringing seemed to stretch on forever. The apartment was getting darker, even though the sun had yet to set. A chill crept into the room, raising goosebumps on her arms.

When her friend finally answered, her voice was a near-silent croak. "Something... something terrible has happened," she managed to say. The world seemed to shrink around her, and her voice sounded distant, unfamiliar, almost otherworldly.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314