The vibrant colors of the stained-glass windows reflected in his teary eyes. The church felt oppressive, the sunlight turning the room a thousand different shades. He didn't want to be here, watching his daughter, Sophie, perform the same intricate glass-cutting and assembly techniques he'd learned from his father and his grandfather before him. The process was usually calming, a balm to the soul. Now, the glass shards seemed to pierce him, making him jumpy.

He had found salvation and purpose in the craft. It was his.

He felt the need to leave, to get away from the beauty and the skill, from Sophie’s concentration. He wanted to stop the tremors inside him.

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