The old Victorian house, filled with shadows and the ghosts of the past, was oppressive. Sarah’s hands were shaking as she read the will for the tenth time. Her brother, Peter, was getting their parents’ sprawling country estate. He had been expecting it. She, however, had been bequeathed a single, tarnished silver locket.

She felt a dizzying pressure in her head. She was having trouble focusing. She needed to get out of there, away from the judgmental gaze of her brother.

“That… can’t be all,” she mumbled, her voice catching in her throat.

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