The hospital cafeteria smelled of burnt coffee and antiseptic. Sarah couldn't bring herself to eat. She pushed the plastic tray away, the untouched sandwich a testament to her unease. Her heart hammered against her ribs, a frantic drumbeat in her chest. Every sound, every movement around her, grated on her nerves. The casual chatter of other patients felt like a personal affront.

The doctor’s news had been a shock. An illness, a rare anomaly. The world had tilted. She felt a cold dread creeping through her, freezing her bones.

She watched a woman across the room. The woman seemed to be having the same inner struggle. She stood up and approached.

"Are you... also going through the… the tests?" the woman asked, her voice barely a whisper.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228