The invitation sat on Emily's desk, a small white beacon in the chaos. Her hands felt clumsy, awkward. She ran her fingers through her hair, a nervous gesture she hadn't realized she still practiced.

She felt a tightening in her chest, a physical manifestation of her concern. She reread the words, the familiar names of people she hadn't thought about in years, and felt a wave of disorientation.

Later, she found herself avoiding phone calls and emails. The world felt too much, the very thought of the reunion a heavy burden. She felt like she wanted to hide.

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