Clara felt the blood drain from her face. She was meant to be sorting through her mother's belongings after the funeral, a task she'd dreaded. Now, her apprehension was morphing into something else entirely. Boxes overflowed with neatly organized files, all labeled with her name and the years: "Clara - Grade 3," "Clara - Grade 7." Her stomach lurched.

She reached for a file, her fingers clumsy, and pulled out a tattered book report on "Moby Dick." The margins were filled with her mother's meticulous notes in blue ink, the same shade that had always filled her schoolbooks. A cold sweat prickled her skin.

Clara scrambled backward, knocking over a stack of photo albums. They tumbled to the floor, scattering images of her childhood, each one now imbued with a new, unsettling significance. The air in the attic suddenly felt thin, hard to breathe.

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