The constant ringing of the phone was driving Leo mad. His business was failing. His wife was threatening to leave. He was being sued. Everywhere he looked, he saw problems.

He found the wallet on the street, near a row of overflowing trash cans. It was beat-up and worn. He opened it to find a large sum of cash. It was enough to cover some of his most urgent bills. Relief washed over him, followed by a sharp stab of guilt.

He knew what he should do. He knew the right thing. But the weight of his problems was crushing him, suffocating him. He just wanted it all to stop. He felt a sudden, fierce urge to just…disappear. He closed the wallet and kicked a pebble down the street.

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