"Eviction. Effective immediately." The words on the crisp paper felt like a slap in the face. Sarah's breath hitched, her throat suddenly dry. She reread it, even though she already knew every hateful word. The paper trembled in her hand.

She retreated to her bedroom, shutting the door behind her with a soft click. The floral wallpaper, once cheerful, now felt like a suffocating presence. She slumped onto the bed, burying her face in the pillows. The scent of lavender, usually soothing, did nothing to calm the chaos erupting within her.

Her mind raced, a whirlwind of panicked thoughts. Where would she go? How would she find the money? The prospect of the future blurred into a bleak, impenetrable fog. She pulled the covers up, as if she could hide from the reality staring her in the face.

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