The news landed like a physical blow. "There's been a terrible mistake," the doctor had said. Her legs felt like they had turned to jelly. She had to grip the edge of the examination table to keep herself upright. The air in the room felt heavy, thick, difficult to draw in.

Her eyes darted around the room, taking in every detail: the cold steel of the instruments, the sterile smell of disinfectant. She suddenly felt a desperate desire to be somewhere else, anywhere else. A cold wave rolled over her.

She attempted to speak, but her voice was a mere whisper. She felt utterly helpless, at the mercy of forces she couldn't understand. She gripped her chest, trying to somehow anchor herself to reality.

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