The air left Leo's lungs in a rush. He stared at the screen, the wrong message now a permanent fixture. He’d been trying to coordinate a surprise party with his siblings, but the invitation – complete with a joke about his sister’s dating life – was in her own inbox. His fingers trembled as he reread the words.

He felt a tightness in his throat, making it difficult to swallow. His head throbbed. He leaned against the kitchen counter, suddenly feeling exhausted. He anticipated the explosion that would surely follow. He hated confrontation.

He didn't have the courage to face her right now. He needed to be alone, to process this. He grabbed his keys and wallet, and headed out of the apartment. He needed to be somewhere… anywhere… where the repercussions of his mistake wouldn't reach him for a while.

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