A coldness settled in Maya’s chest when Liam delivered the news. His voice, usually so boisterous, was subdued. He fiddled with the strap of his backpack, avoiding her gaze. He was moving. Across the country.

She managed a weak, “Oh.” The word felt inadequate, a tiny pebble against a landslide. Her breath hitched. She felt a bizarre pressure behind her eyes, as if a dam was about to burst.

The restaurant, usually buzzing with laughter and the clatter of cutlery, felt suddenly enormous, the other patrons distant, unreal. She excused herself abruptly, claiming a sudden headache, and fled to the women’s restroom, needing a moment to collect herself.

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