The coffee shop was too bright, too loud. Amelia kept glancing over her shoulder, a nervous habit she’d developed recently. The barista had just called her name, and her hand shook slightly as she reached for the cup. A friend, Sarah, had sent her a photo of the tattoo earlier that day. A perfect recreation of her mural "City's Embrace" on someone's calf.

The hot liquid scalded her tongue. Her hand trembled, sending a cascade of coffee down her wrist. She felt a wave of nausea, her stomach churning.

β€œHey, you okay?” Sarah asked, her voice filled with concern. Amelia just managed a nod, her throat constricted, unable to form a coherent response. The cafe felt suddenly too small, too open.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314