The air in the building felt thick, electric. Sarah clutched her purse, her fingers digging into the worn leather. The news, a sudden shift in the ground beneath her feet, left her feeling unsteady. She found herself avoiding eye contact with her neighbors, a quiet terror in her chest.

Back in her apartment, she felt a strong, unsettling urge to be somewhere else. The usually comforting click of the locks was suddenly insufficient. She checked them again, her hands shaking, her breath coming in shallow gasps. She imagined the construction, the noise, the endless disruption. Tears welled up in her eyes, blurring the familiar lines of her home.

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