The door stood open, revealing the empty confines of the music studio. Maria had come prepared with a new song to share with Maestro Bellini, her mentor. The chairs were arranged in perfect order, but Maestro Bellini was not. She entered the room, the silence amplifying the thrumming in her ears. A note was taped to the piano: "Find your own melody. - B."

She closed her eyes for a moment, trying to steady her breathing. Her hands felt clumsy, useless. The usually comforting weight of her violin case felt heavy. She stared at the piano keys, feeling a surge of panic.

Maria felt a cold dread creep into her bones. She couldn't help but feel a sudden, debilitating vulnerability. She turned and fled the studio, the unfinished song echoing in her ears.

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