The box gleamed, polished and perfect, sitting on the antique table. "Congratulations, Dr. Peterson!" She remembered the note she'd found attached to the box. "You did it!" The handwriting was her own, yet the words felt alien.

She paced her living room, her steps quick and agitated. Her fingers constantly touched the table, as though to ground herself. The window gave way to the endless, unblinking grey of a cloudy sky. She did not remember the project, the experiment, the anything.

Her gaze swept across the room again and again. The silence was deafening. The box, she thought, was laughing. Or perhaps it was something else, much worse.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314