The paper crackled in Elias’s trembling hands. He reread the curt sentences: "Notice of Eviction… seven days." His stomach lurched, a cold, hard knot forming. The chipped paint of the apartment suddenly seemed oppressive, the dim light failing to penetrate the gloom. He paced, the worn floorboards groaning under his hurried steps.

The chipped mug in the sink mocked him. He needed coffee. He needed to think. But the thought of moving, of *where* he would move, was overwhelming. His breath came in shallow gasps. He ran a hand through his already disheveled hair.

He picked up the phone, then slammed it back down. Who could he even call? He felt a prickling heat behind his eyes. The world seemed to shrink, closing in on him with a crushing weight. He felt a sudden, inexplicable urge to flee, to disappear.

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