He stared at the television, his breath shallow and quick. The celebrity chef on screen, all smiles and charisma, was demonstrating his "revolutionary" chocolate cake recipe. Daniel gripped the edge of the kitchen table, knuckles bone white. He knew this cake. It was *his* cake. The one he’d crafted for his daughter’s birthday parties, the one he’d kept a closely guarded secret.

A wave of dizziness washed over him, making the room spin. He struggled to swallow, his throat suddenly dry. The words of praise for the chef, the compliments on the cake's "originality," echoed in his ears like a cruel mockery. He felt a tightening in his chest, a feeling like he could barely breathe. He needed to get out, to escape the suffocating feeling.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314