A cold sweat slicked down Elias’s back as he read the letter, the paper trembling in his grasp. The words, so carefully chosen, felt like a physical blow. Twenty years. He'd thought he was past it, that the phantom ache had finally faded. Apparently not. He crumpled the letter, tossing it onto the already overflowing trash.

He went out into the bustling city, hoping to lose himself in the anonymity of the crowd. The noise, normally a comfort, now felt like a buzzing in his ears. He bumped into people, mumbled apologies, but his mind was elsewhere. He saw her face in every woman, the ghost of a smile in every fleeting glance.

That night, he couldn't sleep. He got out of bed, and went to the desk, pulled out the crumpled letter, then smoothed it out. He read it again, then again, before throwing it in the fire.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290