The moment Emily saw the invitation, a tremor ran through her. It was as if someone had pulled the rug out from under her feet. Her carefully constructed facade felt like it was starting to crumble.

She found herself staring at the screen of her computer, searching for old classmates on social media, only to quickly shut the laptop in frustration. She couldn't bear to see the lives she'd missed.

The air in her normally organized office felt thin, like she couldn't get enough oxygen. She kept reaching for her phone, then putting it back down. The thought of making small talk, of being judged, of facing her past, was almost unbearable.

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