The cold wind whipped around the deserted beach as Emily held the time capsule. She found it partially buried in the sand during a walk. The ocean roared, its rhythmic crash a constant, unsettling reminder of the immensity of the unknown. She felt a profound sense of isolation, alone with a secret she couldn't comprehend.

Her gaze darted from the capsule to the churning waves, the sky, the horizon. The vastness of the sea seemed to swallow her, making her feel small and insignificant. She hugged herself, trying to ward off a chill that had nothing to do with the weather. She was suddenly terrified of the contents, of what would emerge.

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