The attic air tasted of dust and forgotten things. Elias ran a hand through his hair, dislodging a cobweb. He clutched the yellowed paper, his knuckles white. His mother’s handwriting, looping and familiar, stared back at him. *To Whom It May Concern…* His breath hitched. He hadn’t known.

His heart hammered against his ribs. He imagined his mother, young and determined, penning this letter. The revelation felt like a cold splash of water. He remembered their arguments, her disapproval of his career choices. *Maybe I was too judgmental,* he thought, the words echoing in the silence. He folded the letter carefully, then jammed it into his pocket, eager to escape the suffocating space.

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