The genealogy report was spread across the kitchen table, a tangled web of names and dates. A name she'd never heard before, a branch she didn't know had existed, was now a part of her family tree. Her stomach churned. She felt as though something heavy had settled inside her.

She picked up her coffee cup and brought it to her lips, but she couldn't bring herself to take a sip. The liquid in the cup was cold, a perfect reflection of how she felt. She pushed the cup aside. Her chest felt constricted.

She wanted to call her mother. She wanted to demand answers, to understand how this had happened. But the thought of the conversation, of the possible hurt, made her freeze. All she could do was sit and stare at the words, the words that now held her captive.

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