"So... you are saying I can't build it?" The words felt foreign leaving his mouth. The lawyer nodded, his expression carefully neutral. Ethan's mind raced, a chaotic jumble of thoughts and regrets. His self-cleaning house, the culmination of years of research, was already a reality. Someone else's reality.

He leaned back in his chair, trying to steady his ragged breathing. His knuckles were white as he gripped the arms of the chair. He felt a sudden, intense heat flush his face. He wanted to scream, to lash out, to demolish something. Instead, he forced a shallow laugh, a sound that felt hollow and empty.

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