β€œWhat do you mean, not related?” The words were a strained whisper. Mark felt a surge of heat rush through his face. He felt off-kilter, like he was balanced on a seesaw about to tip over.

His adoptive mother stared back at him, her face a mask of grief. He could barely focus on her. His childhood memories, once so comforting, were now contaminated.

He needed space, to be somewhere else. He stood up, his legs feeling weak. He felt the blood draining from his face, leaving him pale and unsteady. He turned and walked out of the house.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290