A chill snaked its way up Olivia’s spine as she read the email. A mix-up. The scholarship, the reason she was here, the thing that had let her escape her old life, wasn't for her. Her breathing grew shallow, and she felt a pressure building behind her eyes.

She quickly shut down her computer, her fingers fumbling with the power button. The world around her seemed to warp, the familiar dorm room becoming a claustrophobic space. She needed to escape, to run, to disappear.

She grabbed her jacket, her movements rushed and frantic. She pushed through the door, half-expecting someone to stop her, to tell her it was a prank. The sunlight hit her like a physical blow. She started walking, not knowing where she was going, her footsteps quick and uneven.

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