The elevator doors opened, and she stepped into the bustling, noisy atmosphere of the Engineering department. A wave of disorientation struck her. She didn’t belong here.

She was the office manager, the one who handled the calendars, ordered the supplies, kept everything running smoothly. Now, she was surrounded by blueprints and schematics, a language she couldn't speak.

She scanned the room, each face a stranger, each conversation a mystery. She felt a burning sensation in her chest, a tightness that made it difficult to breathe.

Her hands instinctively went to her bag, searching for her inhaler, even though she hadn't needed it in years. This place was toxic to her well-being.

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