The sun beat down on the garden as Chloe read the letter. She had been tasked with clearing out her grandfather's study, but the discovery of his resignation letter stopped her cold. The paper was brittle, the ink faded, but the words were sharp and clear.

Her grandfather had been a stoic man, a figure of strength and stability. He was going to leave everything behind. He was tired of it. A chill swept through her despite the warmth of the day. The breeze seemed to whisper secrets she couldn’t quite grasp.

She felt a strange disconnect from the world. Her hands shook as she reread the last lines, the urgency of the words resonating deep within her. The world felt dangerous, full of unseen currents. She needed to be somewhere safe, somewhere quiet.

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