Eliza stared at the hastily scribbled note taped to the library door. “Closed until further notice.” A tremor ran through her, starting in her toes and spreading like ice. She clutched the strap of her messenger bag, knuckles white. The air felt heavy, stagnant.

She imagined her father's reaction. He'd mortgaged their home to help her pay for tuition. The thought of facing him with this news made her stomach churn. Her breath hitched.

Eliza avoided the gaze of the few students milling about, their faces mirroring her own apprehension. She found herself retreating to her dorm room, pulling the blankets over her head, wishing she could disappear. The room, usually a haven, now felt like a cage.

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