Her voice was hushed, almost a whisper, as she spoke to her brother. "Did you hear that?" Olivia's eyes were wide, darting from the darkened windows to the shadows that danced in the corners. A shiver ran through her, despite the warmth of the day.

He rolled his eyes. "It's just the wind." But even he looked around.

The grandfather clock in the hall struck a chime, the sound booming in the quiet house. She jumped and then, unable to stay still, paced the room. A picture on the wall seemed crooked. She went to straighten it, but then, she spun back around, as if to find out what had made it move.

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