The phone slipped from his grasp, clattering to the floor after he read the email. Michael stared at the ceiling, his breath catching in his throat. The walls of his apartment seemed to shrink, closing in on him. The publisher, the only one he had dreamed of, had said no.

He buried his face in his hands, letting out a groan. The carefully constructed world he’d built around his aspirations felt suddenly fragile, like glass ready to shatter. The air felt thick, difficult to draw in. He felt the cold sweat begin to form on his brow.

He needed to escape, to run, to disappear.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290