The flickering fluorescent lights in the shared office hummed, a dissonant chorus to the chaos in Maya’s chest. She stared at the email, the subject line a malevolent whisper: “Regarding the Atlas Project.” Her hands trembled as she clicked. The attached document. The diagrams. The *timeline*. It was a mirror image of her own. Her breath hitched.

She swiveled in her chair, a cold wave washing over her. Across the room, David, her supposed colleague, was meticulously organizing papers. His back was to her. He hadn’t looked up. She felt a profound sense of isolation, alone with this unsettling revelation.

She typed a reply, her fingers fumbling over the keyboard. Her knuckles were white. The words seemed to swim on the screen. “David,” she wrote, then paused, deleted it, and started again. "Can we talk?" The cursor blinked, mocking her hesitation.

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