The invitation sat heavy in Leo's hand, a crisp white card mocking him. He’d meticulously planned this, booking the venue, ordering the cake, wrangling even the most reluctant of his friends. Now, the organizer, Sarah, was calling. He answered, his throat suddenly tight.

"Leo, um, there's been a change of plans," Sarah's voice wavered. A bead of sweat trickled down his temple. He gripped the card tighter.

"Change? What kind of change?" he croaked, his voice barely a whisper. He felt a sudden, dizzying rush of heat. The small apartment suddenly felt too small, the air thick and hard to breathe. He imagined the cake, melting, forgotten. His carefully constructed plans…vanished.

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