"The dog is barking," the handwritten letter stated, the words like tiny barbs. The ink seemed to bleed into the paper, mirroring the unsettling feeling in Leo's chest. He sank into his armchair, the cushions feeling suddenly hard and unyielding.

He looked around the living room, the familiar objects now seeming to judge him. The dog, Buster, was just a puppy, prone to fits of excited barking. He felt helpless.

He felt a need to do something, anything, to make the feeling subside. He stood up abruptly and started pacing. The silence of the house magnified the thumping in his ears. What could he do?

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