The artist in Leo wanted to paint, but the words wouldn’t let him. He’d spent years finding inspiration in Finch’s novels, turning passages into canvases of vibrant color. Now he found himself staring at a blank canvas, the brushes untouched.

He sat on the floor of his studio, surrounded by the tools of his trade. He felt a profound sense of paralysis. The vibrant hues of his paints seemed dull and lifeless, reflecting his inner state.

He ran a hand through his hair, leaving streaks of paint on his fingers. He felt the need to destroy something, but the thought of defacing his own work held him. He was trapped.

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