The phone slipped from David's grasp, clattering onto the worn wooden floor of his apartment. The call ended abruptly, leaving only the dial tone's incessant beep to fill the silence. He stared at the phone, his gaze unfocused. He moved slowly, as if submerged in thick syrup, and bent down to pick it up. He replaced the handset and then stood there, a statue carved from disbelief. His breath came in shallow, ragged gasps. He ran a hand over his face, as if trying to wipe away the truth that was pressing down on him. The weight of it was immense, a crushing burden. He pictured the mountain of student debt, the part-time job that barely covered rent, the impossibility of everything he'd been working towards. The walls of his tiny apartment seemed to be closing in.

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