Michael found himself pacing the hallway, the worn floorboards groaning under his weight. He'd been looking through his sister's photographs when he found it: a drawing, nearly identical to the creature he knew as "Zip," which was currently residing in his niece, Sarah’s, room. Zip, a purple blob with three eyes, was a childhood confidant. The memory of him, long dormant, resurfaced with a sickening thud in his stomach. The realization was heavy.

He ran a hand through his hair, a nervous gesture he hadn't made in years. The air in the house felt thick, heavy, as though the walls were closing in. He felt a desperate need to distance himself from this sudden, impossible familiarity. He needed air. He felt a sudden, inexplicable urge to flee.

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