The sun beat down on the beach, the waves crashing in a relentless rhythm that seemed to mock her inner turmoil. She saw him, Mark, building a sandcastle with his children, his profile framed against the bright sky. She remembered building castles with him, their laughter echoing across the sand.

He turned, saw her, and she felt the blood drain from her face. His reaction was a polite, slightly puzzled, acknowledgment. Then, he went back to his children. She watched him, feeling a hollow ache.

She sat on a nearby towel, the warmth of the sand doing little to soothe the sudden chill that had taken hold. She felt a burning sensation behind her eyes, the familiar sting of unshed tears.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290