The news felt like a cruel joke. *"Farewell to the Spice Route."* David's shoulders slumped. He felt a sudden chill, despite the warm spring day. He'd looked forward to it every week, and now it was gone.

He felt the familiar tug of a headache behind his eyes. He sat in his chair, staring blankly at the wall. The world seemed to shrink around him. The vivid colors of the restaurant, the exotic spices, the lively music, all fading.

He wanted to argue, to deny it, but the information was clear. He felt the need to get away from everything, to hide.

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