He walked into the brightly lit, open-plan office of the Sales department, and immediately felt a cold dread seize him. "Welcome!" a perky voice chirped. He was a programmer. He preferred computers.

His eyes darted around, taking in the rapid-fire conversations and the relentless energy. He imagined himself trying to sell things, to persuade people, to deal with rejection. He couldn't do it.

He felt as though the walls were closing in, the air thick with an oppressive pressure. He found himself backing away, desperately searching for an escape route.

He muttered some mumbled greeting and quickly retreated, feeling a rush of heat and the urgent need for isolation.

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