Rain lashed against the windows, mirroring the tempest inside Amelia. She sat hunched on the edge of the bed, the list clutched in her trembling hands. Her mother’s impossibly elegant handwriting stared back at her. "See the Northern Lights," it began. Amelia's breath hitched.

She felt a knot tighten in her chest. The task seemed enormous, impossible. “Speak French fluently.” She stared at the words, her mind struggling to grasp the meaning. Her palms grew damp. She ran her fingers through her hair, desperate for a grounding sensation.

She read on. "Write a novel." The notion seemed ludicrous. Her heart hammered against her ribs. The storm outside intensified, and every flash of lightning made her jump. This list… it felt like a weight, a heavy responsibility. She should put it down and walk away, but she couldn't.

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