The world tilted on its axis, and everything felt wrong. Daniel felt the ground shift beneath him. He was aware of a churning in his stomach, a deep and unsettling unease. He avoided making eye contact with Mark, his roommate. The casual conversation that Mark tried to strike up felt like a threat.

Daniel found himself backing away, putting distance between them, between himself and the unspoken truth. He felt the sudden need to escape. He grabbed his jacket and almost ran out the door, abandoning his books and his laptop. He fled to the quad, where he found a spot under a large oak tree.

He sat there, staring up at the branches, the leaves filtering the sunlight. The feeling refused to dissipate. He was a puzzle with a piece missing, a feeling of an irredeemable loss.

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