The ornate box lay before her, covered in intricate carvings she didn’t recognize. Her hands shook as she picked it up, feeling it's weight and the sharp edges digging into her skin. The attic air felt thick, heavy with the dust of forgotten things, mirroring the dense fog clouding her memory. She was certain she had never seen it before, yet an inescapable certainty settled in her bones. This was something she had created.

She dropped it to the dusty floor. It rattled, and a string of colorful language escaped her lips. The sound echoed in the silence. It seemed impossible. She didn't have any idea why she would have done this. She picked it back up, her fingers tracing the strange symbols.

She moved to the window, letting the light fall on the object. A wave of dizziness washed over her. She knew she had to open it.

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