"Found something interesting," Sarah's voice was flat, devoid of emotion as she looked at her husband, Tom. She held up a bank statement, the paper crinkling slightly in her grip. He went pale. He had hoped she wouldn't discover it. He hadn't told her.

He sat there, utterly still, watching her, as her eyes scanned the numbers. The silence in the room was deafening. He felt a cold dread creep into his bones, and a terrible fear. He suddenly felt a need to explain, to justify himself.

He ran a hand through his hair, feeling the strands slick with sweat. He stammered, trying to formulate a response. His throat felt constricted. He felt as if he was sinking, slowly, into a quicksand of his own making.

He could barely breathe. All he could do was sit and wait for the deluge of questions that was sure to follow. The air in the room seemed to thicken, making each breath a chore.

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