The list lay on the kitchen counter, illuminated by the harsh fluorescent light. Michael stared at it, his throat suddenly constricted. He'd found it while looking for a pen. “Build a treehouse." "Travel solo through Southeast Asia." "Learn to code." He felt a tremor run through him, a feeling that began in his toes and crept upwards.

He glanced at the clock. 7:15 PM. He knew Lisa would be home soon. He pictured her, cheerful and oblivious, walking through the door. The thought felt oppressive.

He began to clean the counter, scrubbing with unnecessary vigor. He needed to do something, to focus on something concrete, anything to stop the rising panic. He couldn't shake the unsettling feeling that something was fundamentally wrong, that he had somehow failed.

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:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256