She hadn't been expecting it. It was like a punch to the gut. The picture of the house, a crisp, professional photo, seemed to mock her. She felt a sudden, overwhelming urge to protect it, even though it wasn't hers anymore.

Her hands were clammy, her palms slick with sweat. She kept clicking back to the main photo, as if studying it might change something. Her mouth was dry.

She needed to get out, to go somewhere, anywhere. She threw her keys onto the counter and ran out the door.

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