From his desk, Paul watched the clock. The seconds crawled by with excruciating slowness. Each tick echoed in the sudden hollowness of his own office. He kept clicking the refresh button on his email, hoping for a message, a sign. Nothing.

His palms were slick. He rubbed them on his trousers, leaving dark patches. He needed to get away, to walk, to clear his head, but his feet felt rooted to the floor. The idea of encountering Jessica in the hallway, the forced pleasantries, the careful smiles, was unbearable.

He felt the unwelcome presence of sweat on his brow, the uncomfortable sensation of every nerve ending exposed. He couldn't seem to stop biting the inside of his cheek.

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