The phone rang. It was from an unknown number. "Hello?" Sarah's voice wavered. A moment later, a friend request popped up from Kevin. She hung up, her face draining of color. She looked at the request and felt her stomach sink.

Her pulse quickened. She remembered the constant feeling of pressure, the fear of humiliation. His relentless mockery. It was as if she were under a spotlight again, back in the school cafeteria.

She felt a desperate need to escape, to disappear. She grabbed her coat and rushed outside, not even bothering to lock the door. She didn’t know where she was going, only that she had to get away.

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