"You seem to be mistaken," was the man's response, his voice smooth and controlled. He was the spitting image of her childhood best friend, Michael. The man who'd helped her through so many tough times. Now, he was looking at her as if she were a crazy person. She found it hard to believe his eyes held no recognition.

Her breath came in shallow, ragged gasps. The polished surface of the table seemed to shimmer, the light reflecting unnaturally off of it. She wanted to reach out, to touch him, to see if some memory would trigger. But she remained rooted, paralyzed, her hand clenched in a fist, nails digging into her palm. The weight of the moment felt immense, crushing.

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