The email sat in Amelia's inbox, radiating a cold dread. Subject: "Departure from the University." Her breath hitched. She clicked it open, fingers trembling. Professor Davies, her advisor, was leaving. A knot tightened in her stomach, a physical pressure that made her want to press a hand to her chest. She scrolled down, details blurring. Two years of research, countless hours in the lab, all tied to this one person. What did this mean for her thesis? Her hands felt clammy, she had to stand up to pace, the small confines of her apartment suddenly feeling suffocating.

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