The enclosed space seemed to shrink with every passing minute. Emily felt a vise tightening around her chest, making it difficult to draw a full breath. She tugged at the collar of her blouse, a futile attempt to alleviate the sudden constriction. Her hands, usually steady when typing or presenting, were now shaking uncontrollably.

Across from her, David, the IT guy, was fiddling with the panel, muttering technical jargon under his breath. He seemed remarkably unfazed. “Don’t worry,” he said, his voice level. Emily wanted to scream. She sank to the floor, wrapping her arms around her knees, hugging herself as if to keep herself together.

She visualized the afternoon’s meeting, the presentation she was supposed to deliver. She focused on the slides, the numbers, anything to avoid the claustrophobic dread that threatened to consume her. But the numbers danced and blurred before her eyes, and all she could see was darkness.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258