The campus cafeteria, usually bustling with life, was eerily quiet. Olivia sat alone, pushing the food around her plate, appetite gone. Her chest felt constricted, making it hard to take a full breath. She picked at the label of her juice box.

The rumors had been circulating for weeks, but now, the official announcement hung over everything like a dark cloud. She felt a profound sense of isolation, surrounded by others who seemed equally devastated.

She rose from her seat, leaving the untouched meal. She walked outside, the familiar scenery now appearing distorted. The sky seemed a vast, uncaring expanse above her. She felt like she was trapped in a nightmare from which she couldn't wake.

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