The ballroom glittered with fairy lights, and upbeat music filled the air, but all she could hear was a buzzing in her ears. She clutched her champagne flute so tightly her knuckles were white. The noise, the lights, the sheer volume of people – it all felt overwhelming. She scanned the room, searching for an escape route.

Her eyes darted to her father, beaming, surrounded by well-wishers. He looked so happy, so proud. She couldn't disappoint him. The weight of his expectations pressed down on her, heavier than any physical burden. She took a large gulp of champagne, hoping to steady her nerves.

The emcee was calling her name. She felt her face go numb. Her legs felt like jelly. She made her way to the podium, her steps slow, each one a monumental effort. She clutched the microphone, her hand shaking so badly she could hardly hold it steady.

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