The news notification pinged on Maya’s phone, shattering the quiet of the coffee shop. She choked on her latte, spluttering the hot liquid across the table. Her eyes widened, focusing on the words: “Financial Difficulties Lead to Closure.” The world tilted.

She felt a wave of dizziness wash over her. Her hands, usually steady, began to tremble uncontrollably. The clatter of mugs and the chatter of other students seemed to fade into a dull roar. The weight of her pending student loans, previously manageable, now threatened to crush her.

She fumbled for her bag, her fingers clumsy. She needed to escape, to be alone. She left the half-finished coffee, abandoning the world. Her only thought was that she needed to go.

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