The lawyer’s words echoed in Leo's head, each one a sharp jab. He ran a hand through his hair, leaving it standing on end. His stomach felt like a lead weight. The reality of the situation was crushing him. He could not form coherent thoughts.

He walked mechanically through the apartment, not seeing his possessions, the furniture, the pictures on the walls. It was as if he was viewing them through thick glass. He tried to think of a plan, but his mind refused to cooperate. He felt a sudden, inexplicable urge to lie down and sleep, to escape the relentless pressure.

He kept repeating the same words to himself, over and over, as if it was a mantra. ‘This can’t be happening. This can’t be happening.’

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