John's palms were slick. He could feel the familiar weight of dread settle in his stomach, the same sensation he remembered from his own eighth grade science class. He glanced at the faded, slightly chipped picture frame on his desk, the photo of his son, Thomas, grinning broadly. How could he possibly explain this? His legs felt like lead as he walked toward the school.

The building itself seemed to warp, the cheerful murals now mocking him. He pictured the teacher, Mrs. Gable, a woman with a penchant for pop quizzes and an uncanny ability to catch students daydreaming. The thought of Thomas under her tutelage, enduring the same anxieties, the same public humiliations, set his jaw. He arrived at the school early, hoping to catch her before class started, needing to prepare.

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