The weight of the old album felt heavy in Maya's lap. She traced the outlines of a photograph. Her mother, usually so reserved, was laughing, her head thrown back, hair spilling across her shoulders. Next to her, a man Maya had never seen, and this man was smiling down at her mother. A happiness that Maya had only glimpsed in fleeting moments was vividly present in the picture.

Maya let out a shaky breath, pressing her knuckles against her mouth. Her throat felt constricted. The stories of her father’s unwavering love and devotion, the foundation of her childhood, now seemed fragile, fractured by the revelation. She wanted to scream. She wanted to run. She couldn’t seem to breathe right.

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