"Mommy, can Finny come out to play?" Maya, four, held up a drawing. The depiction of the creature was too familiar, a tall, spindly figure with an unsettlingly large head and eyes. A memory, long buried, surfaced with surprising force, a wave of nausea. Daniel, Maya’s father, stared at the drawing, his mouth dry.

He gripped the edge of the kitchen counter, needing to steady himself. His heart hammered against his ribs. The ordinary kitchen, usually a space of comfort, felt alien and threatening. The image was all too similar to the figure who had been his companion for so long in childhood. The figure that only he could see.

"Finny? Who is Finny, sweetheart?" Daniel asked, his voice strained. He felt a sudden, inexplicable need to leave the room.

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