He stared at the letter, a single word scrawled on the front: "Sorry." Markโ€™s hands were shaking so much, he almost dropped it. He felt like his head was in a vice. The past, a relentless phantom, had returned.

He sat down heavily on the sofa. He struggled to breathe. He wanted to scream. His vision blurred, and he had to blink repeatedly to clear his eyes. He pictured the aftermath, the awkward silences, the hurt.

He hated this. He hated the way his body was reacting. He hated how vulnerable it made him feel. He looked around his apartment as if he had never seen it before.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256