Her voice was a shaky whisper as she called out, "Hello?" The Jeep, her lifeline, was gone. The words caught in her throat, a wave of cold washing over her. She pressed her hand to her chest, as if she could physically hold the feeling at bay.

She glanced at the ticket on the windshield. Her eyes were wide. The neighborhood suddenly looked different, the colorful houses and neat lawns seeming to mock her. She felt like a trapped animal, desperate for an escape she couldn't find. The world was spinning.

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