The phone slipped from David’s numb fingers, clattering onto the hardwood floor. The news anchor’s voice still echoed in his ears, reciting the accusations against Finch. He'd just finished rereading "Shadows of the Past" last night, feeling that familiar sense of wonder and connection.

He stared at the blank screen of his phone, his reflection staring back at him, bewildered. He felt a physical pressure on his chest, making it hard to take a full breath. The air in his apartment felt stale and heavy.

He slowly bent to pick up the phone, his movements sluggish. He needed to call someone, but who could possibly understand this profound disruption?

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