The basement was cold and damp, a familiar setting transformed by the discovery. Mark's heart pounded in his chest as he went through the boxes. Every test, every essay, every drawing – meticulously saved. A strange, almost suffocating wave of vulnerability overtook him.

He slammed the lid shut. His hands were now trembling. He sat down hard on a dusty old chair. He had the unsettling feeling of having been completely exposed.

His throat felt tight, and he could barely breathe. The air in the room seemed to have thinned.

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