“Look, honey, I made a new batch,” Martha said, her voice trembling slightly. Her daughter, Sarah, had inherited her love of baking. Only, Sarah’s passion had become an obsession. The kitchen was filled with the aroma of cinnamon and sugar, but Martha no longer found it appealing.

Martha had been baking for years, finding comfort in the precise measurements and the predictable results. Sarah, though, was pushing the boundaries, experimenting with esoteric ingredients and creating elaborate confections. Each piece felt like an attack on her own soul.

"Sarah, perhaps you should rest?" Martha stammered, watching Sarah’s face.

Sarah didn't look up, instead meticulously arranging the pastries on a cooling rack. The silence of the room was heavy. Martha grabbed her purse and left.

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