The ringing phone was the only sound in the otherwise quiet house. Across the room, Leo stood frozen, a glass of water halfway to his lips. He watched his wife, Sarah, as she moved towards the phone, a strange, hesitant grace to her steps.

Her face, when she returned, was carefully blank, her expression a neutral mask. He felt a chill crawl up his spine, a sense of something important shifting and rearranging within the delicate balance of their lives.

He tried to meet her gaze, but couldn't. His throat tightened, constricting his ability to speak. He set down the water, a slight tremble in his hand. He’d never felt this brittle, this… exposed.

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