It was a random click, a moment of idle curiosity, that brought him to the website. Then, there it was: his old house. The air seemed to thicken around him. A coldness spread through his limbs.

He scrolled through the pictures, each one a fresh assault on his senses. The new landscaping. The modern furniture. It was all a vibrant, vivid betrayal of everything he had known. His breath hitched in his throat.

He felt a growing pressure in his chest, a suffocating feeling he couldn't explain. He abruptly slammed his laptop shut, the action a violent release of something he couldn't contain. He needed to be outside. He needed to breathe.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217