Rain lashed against the windows as Eleanor sat hunched over the opened safe deposit box, a small, velvet bag clutched in her hand. The metal box felt cold beneath her fingertips. She’d always trusted David, implicitly. Now, the contents of the bag – the stacks of crisp, new bills – challenged everything she thought she knew.

She couldn’t catch her breath. Each inhale felt shallow, insufficient. Her legs felt weak. Suddenly, the shadows in the room seemed to deepen, to lengthen, and she was acutely aware of every creak and groan of the old house.

“David…” she whispered, the name barely audible. She felt a need to sit. The world began to tilt.

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