The cheerful chatter of the coffee shop grated on Isabella's nerves. She stared at the email on her phone, the words a cold slap. The scholarship, the key to her medical school ambitions, was now…gone. A clerical error. Not hers. The blood drained from her face.

She felt as if the ground had opened up beneath her. Her carefully constructed future, reduced to a single sentence on a screen. She struggled to take a breath, her chest tightening with each passing moment.

She gripped her phone so tightly that her knuckles turned white. She felt a burning in her eyes, a stinging sensation she fought to suppress. She couldn't cry. Not now.

She needed to think. She needed a plan. She rose and practically ran to the bathroom, desperate to escape the judgement of the public eye.

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