The morning sun felt heavy on David's eyelids as he stood on his porch. Mr. Abernathy, his new neighbor, had casually mentioned his intention to build a fence, and the news had left David feeling...off. He rubbed his temples, a dull ache throbbing behind his eyes.

He watched the birds flitting from branch to branch in his oak tree. They felt carefree, oblivious to the impending change. A new boundary. A new barrier. The thought made his skin prickle.

His hands clenched and unclenched. He should be happy, right? A nicer yard. More privacy. But all he felt was this persistent tightness in his chest. His usual sense of calm had evaporated.

He retreated back inside, the bright light of the morning suddenly feeling too intense. The silence of the house seemed to press in on him.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229