The afternoon sun streamed through the windows, illuminating the dust motes dancing in the air. John sat at his desk, staring out the window, his vision blurred by unshed tears. The rejection email from the job had arrived just after lunch. He knew he should get back to work but his focus was completely gone.

He could feel a tremor in his hands as he picked up his pen. The sudden movement made him drop it. He didn't bother to pick it up.

He closed his eyes, drawing in a shaky breath. His throat felt tight.

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