“Honey, can you grab the mail?” Her husband's voice floated from the living room. She forced a smile. She couldn’t tell him she was completely unhinged at the thought of going outside.

"Yeah, sure," she replied, her voice strained. She opened the front door, peeking outside. The street was clear.

She took a step outside, immediately scanning the perimeter. Her eyes darted around, searching for a flash of brown fur. She grabbed the mail and ran back inside.

She leaned against the door, gasping for breath, her heart still hammering. It was a close call, she told herself. He hadn’t been there. Not this time.

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