He stared at the book in his hands, the cover gleaming under the overhead light. The book *he* had written, but it wasn't *his* name on the cover. He flipped through the pages, a coldness spreading through his limbs.

He felt a tightness in his chest, making it hard to take a full breath. The words on the page seemed distant, foreign, even though he knew he wrote them. The sensation was unsettling.

He moved to the open window, the night air a sharp contrast to the stuffiness of the room. He leaned against the frame, feeling the cool wood on his forehead, hoping it would help clear his head.

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