A tremor started in my hands as Mr. Henderson, with his unsettlingly bright grin, proposed the idea. The tree, he claimed, was “blocking his sun.” I tried to smile back, to agree with his casual assessment, but the muscles in my face felt stiff, unresponsive. The image of the tree falling, of the vacant space where its leaves used to whisper secrets to the wind, clawed at the back of my throat. My vision swam and I felt a chill run from the base of my spine, making me long to go sit somewhere quiet.

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