The news hit her like a physical blow. The article, the culmination of her work, was now attributed to someone else. Her stomach clenched into a hard knot, a painful reminder of the injustice. She felt a cold dread begin to creep into her bones.

She stood abruptly, pushing back from her chair, and paced around the office. The air felt thin, making it difficult to breathe. She ran a hand through her hair, desperate for some kind of tangible relief. She could feel her heartbeat accelerating, a frantic drum against her ribs.

The faces of her coworkers blurred, their voices a distant hum. She felt isolated, alone in a room full of people. The need to disappear was all-consuming. She needed to be somewhere safe. She ducked out of the office, heading for the elevator.

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