He slammed the newspaper down on the counter, the force rattling the chipped mugs. His chest constricted, making it difficult to breathe. The headline screamed it: “Prime Real Estate Transformed.” Below it, a glossy photo of their building, looking all shiny and new, like it was taunting him.

He paced his tiny kitchen, the worn linoleum cool beneath his bare feet. Each step amplified the frantic pounding in his head. The lease… he’d just renewed it. He’d envisioned years more in this place, a refuge from the chaos of the world.

He ran a hand through his already disheveled hair. He had to do something. He grabbed his coat, the familiar weight a small comfort, and headed for the door, muttering under his breath, a low growl of pure frustration.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244