The scent of cardamom and cinnamon filled the air, a familiar comfort. But as she walked into the kitchen, she heard the unfamiliar lilt of Hebrew, not the English she had expected from her partner, Ben.

She stopped abruptly. The floorboards creaked under her weight. Her heart began to race.

Ben turned, a book closed in his hands. He looked surprised, and his usual openness seemed shuttered. He stammered an explanation, but her mind refused to focus. She simply nodded, unable to speak, the taste of ash suddenly on her tongue.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256