The familiar street was different. She scanned the row of houses, each one a memory, a ghost of her childhood. When she reached the house, a cold dread seized her. The space where the weeping willow, her mother's favorite, once stood was barren.

She felt a tightening in her chest, a squeezing that made it difficult to breathe. Her eyes darted around, searching for an explanation, a sign. Nothing. Just the empty space, a gaping wound in the landscape. Her hands trembled as she pulled out her phone, dialing her brother's number.

“Did… did you see it?” she asked when he answered, her voice shaky. She wanted to scream.

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