He stared at his reflection in the mirror, barely recognizing the gaunt, tired face staring back. Elias ran a hand through his hair, the gesture lacking its usual grace. His muscles, usually primed and ready, felt heavy, leaden. The weight of the world, it seemed, was pressing down on his shoulders.

The news had hit him like a punch to the gut. No place on the team. He felt a strange tingling sensation, starting in his fingertips and spreading to his toes. He felt an intense need to do something, anything, to distract himself from the crushing disappointment.

He grabbed his keys and slammed the door behind him. The cool night air offered a small measure of relief, but the emptiness inside remained. He walked, fast, not sure where he was going.

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