The restaurant was too loud, the music a relentless assault on her senses. She felt her chest tighten, making each breath a conscious effort. She couldn't meet the eyes of the other woman across the table. They’d both been stood up. The text messages confirmed it: “Running late.”

She ran a hand through her hair, desperate to calm the internal chaos. She had to remain calm.

The other woman, who introduced herself as Karen, seemed to share her distress. Karen’s voice was a strained whisper, her hands trembling as she reached for her water glass. The ice clinked against the glass, a sharp, unnerving sound in the charged atmosphere.

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