He’d said the words with a grim finality, his face pale against the backdrop of the crowded pub. "I think... I think we're both seeing her." Mark’s ears were ringing. He couldn't quite process the information. His beer, halfway to his mouth, remained suspended in mid-air. He lowered it, the sudden weight of the glass making his hand tremble. He needed to get out. He needed space. He stood abruptly, knocking his chair back with a loud clatter. Apologies tumbled from his lips, but they felt hollow, meaningless. He pushed through the throng of people, the music and laughter a distorted roar in his ears. The night air, when he finally burst outside, was a blessed relief.

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