The flickering fluorescent lights of the hospital hallway seemed to pulse with her heartbeat. Each thud in her chest echoed the dread that had been growing since the doctor’s pronouncement. She clutched the worn, dog-eared medical journal, its pages filled with terms she barely understood and consequences that chilled her to the bone. Her palms were slick, and she rubbed them against the scratchy fabric of her hospital gown. She could feel a tremor starting in her jaw, her teeth suddenly clenched, her eyes darting between the sterile doors that lined the corridor. This diagnosis felt like a sentence.

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