The news settled in his gut like a lead weight. He sat down heavily in his favorite armchair, the springs protesting under his sudden lack of lightness. He stared at the television, but the images flickering across the screen failed to register. His mind was elsewhere, circling the same unwelcome thought.

He felt a hollowness, a sense of loss that went beyond the mere inconvenience of moving. He felt a profound sense of displacement, as though the ground beneath him had shifted. He picked up his phone, then put it down again, unable to reach out to anyone. The silence of the apartment pressed in on him.

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