The world tilted slightly on its axis. Olivia’s father, a staunch atheist, had just announced his conversion to Catholicism, his face alight with a serene certainty. She felt a wave of dizziness wash over her, a sudden hollowness in her stomach. The room’s familiar furniture, the well-worn couch, the bookshelf overflowing with literature, seemed to mock her.

She picked up a framed photograph of her and her father, taken years ago. He was laughing, his eyes crinkling at the corners. He had always been her rock, her anchor. Now, she felt untethered, adrift. The photograph slipped from her grasp, landing softly on the carpet.

"Dad, I…I don't understand," she managed to whisper, her throat tight. She crossed her arms tightly, as though bracing herself against a gale.

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