"We are so sorry, Mr. Evans," the doctor said, her face a mask of practiced empathy. But the words were meaningless, lost in a swirling vortex of fear. He felt a cold dread creeping through him, a chilling sensation that tightened his throat. The floor seemed to tilt beneath his feet.

He tried to ask questions, but the words caught in his throat. He cleared his throat and tried again, but the words came out garbled. He felt a need to escape, to run, to disappear. He clutched at the armrests of the chair, as if to anchor himself to the earth.

The doctor continued speaking, but her words faded into background noise. His mind was racing, replaying every medical procedure, every appointment, every test result. He could almost hear the doctors voice, but he couldn't make out what was being said. He fought for air.

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