The news landed on Emily like a physical blow. She stood frozen, the half-eaten sandwich clutched limply in her hand. Her heart hammered against her ribs, a frantic drumbeat against the silence. Across the park bench, Sam was happily describing his new adventure. Her smile felt like a mask, strained and unnatural.

She couldn’t swallow, couldn't speak. The air felt thick, heavy, making it difficult to breathe. She slowly lowered herself back onto the bench, her legs suddenly weak. Everything felt distant, muted. She looked at the colorful leaves on the trees, but they appeared blurred, as if through a veil of tears she didn't realize she was shedding.

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