The text from her friend read, "Have you seen the email?!" Maria’s fingers trembled as she clicked the link, the words “financial instability” and “cease operations” causing her breath to halt. She was halfway through a latte at her favorite coffee shop, and she suddenly had no appetite.

The cheerful chatter of the other patrons, the clinking of cups, the aroma of roasting coffee, all seemed to recede into a distant, muffled noise. She felt a tightening in her chest, a physical sensation that made it difficult to breathe. She clutched her phone, her knuckles white, her gaze fixed on the screen, as if trying to magically erase the words.

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