He found them on the doorstep when he got home, a vibrant splash of color against the drab brick. Red roses. A dozen of them, perfectly arranged. His breath hitched as he bent to pick them up, a cold knot forming in his stomach. No note. Just the flowers, a silent, unsettling offering.

He carried them inside, the scent a potent assault on his senses. He placed them on the kitchen table, suddenly aware of the sterile neatness of his apartment. He scrubbed a hand across his jaw, feeling the stubble prickle.

He walked over to the window, peering out at the street. The streetlights cast elongated shadows, turning familiar objects into ominous shapes. He checked his phone again, scrolling through his contacts, his messages. Nothing. He felt a profound disorientation, a sense of being adrift.

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