The smell of oil paint, once a comforting aroma, now clung to him like a shroud. He stood in the doorway of his studio, his hands jammed into his pockets, observing his daughter, Clara, meticulously recreating his signature style. The bold strokes. The vibrant colors. It was uncanny. It was… unsettling. He felt the blood drain from his face as he watched.

Clara, barely twelve, moved with a confidence that he'd only achieved after years of struggle. She was faster, more daring, more… him.

He cleared his throat, the sound rough and foreign in his own ears. "That's… that's quite something, Clara," he said, his voice a low rumble. She didn't even look up, lost in her own creative maelstrom. A chill went down his spine. He wanted to leave, flee, disappear.

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