Clara felt a cold bead of sweat trickle down her spine as she signed the consent form. She stared out the window at the bustling city, the vibrant colors a mockery of her internal state. They were becoming too much to bear. Her diagnosis, a baffling illness, left her feeling utterly isolated.

A brisk knock at the door broke through her thoughts. A nurse ushered in another woman, her face pale, her hands wringing a tissue. "Clara, this is Evelyn," the nurse said, her tone gentle. "Evelyn, this is Clara."

Clara managed a weak smile. Evelyn seemed to recognize something of her, the same awful knowledge, the same crushing sensation of being utterly alone.

They looked at each other, and Clara knew.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294