John had never considered his wife, Susan, to be secretive. Now, staring at the savings account on her phone, he wasn't so sure. He’d grabbed her phone when it had buzzed, the message showing up on screen. He felt an immediate constriction in his chest.

The numbers blurred before his eyes. He felt a tightening in his throat, making it difficult to swallow. He felt a growing sense of unease that settled in his stomach like a lead weight.

He quickly put her phone down, feeling the sudden urge to flee, to escape the confines of their house. He walked to the front door, his hands trembling as he reached for the doorknob.

He turned back to look at the living room, at the furniture they had shared, and felt a wave of nausea wash over him. He felt as if the very foundations of his life were crumbling.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256