The familiar logo on the envelope was a slap in the face. David stared at it, a knot of tension forming in his jaw. He had been enjoying the quiet of his study, the warm afternoon sun streaming through the window. Now, everything felt different. The room seemed colder, the sunlight less bright.

He slammed his hand on the desk, the sound echoing in the stillness. He was supposed to be working on a presentation, but the words on the screen blurred before his eyes. He got up and began pacing, his steps erratic. The reunion was like a dark cloud over his head.

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