"But… how?" Emily stammered, her voice thin and reedy. The doctor’s office suddenly became a vortex of doubt and fear. She felt her stomach clench, a cold knot forming in the pit of her being.

She sank back in her chair, a sense of profound shock washing over her. The bright fluorescent lights of the clinic seemed to pulsate, making her head spin. Her breathing became shallow and rapid.

She felt a desperate need to cling to something, anything, for stability. She reached out and grasped the armrest of the chair, her fingers digging into the fabric.

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