β€œOpen it,” the note stated. The time capsule was old, buried deep, and had been found after a flood ripped through the town. Now it was in the town hall, and Clara was the one chosen to open it. But no one knew why. She found her name in the list, and her handwriting on the box. But how had she put this here?

Her hands shook as she picked up the lid. Her mind raced, a whirlwind of confusion and unease. The faces of the townspeople blurred together, their expressions a mixture of curiosity and expectation. She felt exposed, vulnerable, as if everyone could see the turmoil brewing inside her. The atmosphere seemed to thicken, making it difficult to breathe. She wished she was anywhere else.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314