The ceramic frog on Ms. Evans’ desk seemed to be staring back at her, its painted eyes somehow accusing. It was a replica of a frog she kept in her classroom as a pet, and it was a gift from a student from a few years ago. She recognized the child's sloppy handwriting on the gift tag.

She felt a wave of dizziness wash over her. What did it mean? She could feel the walls of the room closing in. She needed to get out, to breathe. But she couldn't move.

Her gaze darted from the frog to the door, then back to the frog. Her hands clenched and unclenched. She knew she should call security, but what if she was overreacting?

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