He stared at the suddenly dark ceiling, a cold knot forming in his stomach. The elevator was stuck. James felt a growing unease spread through him, a feeling that burrowed deep into his core. He hadn't realized how much he relied on the hum of the machinery, the predictable routine of the ride.

He fumbled in his pocket for his phone, his fingers clumsy and unresponsive. No signal. He pressed the button for the emergency line, again and again, but nothing. He felt his pulse quicken, his head starting to spin.

He needed to keep busy. He started tapping his foot restlessly, his gaze flicking back and forth between the closed doors and his colleague, Sarah. He wanted to say something, anything, but his voice was trapped, lodged in his throat.

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