The will. It was done. The lawyer's final words hung in the air: The library, the collection of ancient books and manuscripts, for her brother, Marcus. For her, Iris, the clock tower. Iris's heart skipped a beat. She had always loved the library. The clock tower, though…

The clock tower stood on a hilltop, a crumbling monument to forgotten time. Her hands clenched. She felt a sudden, inexplicable sense of dread. The thought of being alone there, of the echoing silence, filled her with a profound unease. She wanted to refuse, to say it was a mistake.

She swallowed hard, her throat constricting. The room felt cold, the air thick with unspoken secrets. She thought of the clock tower’s shadow, stretching across the valley, and a chilling premonition ran through her.

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