The glow from the laptop screen cast a sickly yellow hue on David’s face as he scrolled through the account details. He'd found the hidden file on his wife, Emily’s, computer. The numbers spun, each digit a tiny pinprick against his composure. He slumped back in the chair, a wave of nausea washing over him.

He pictured their recent conversations. Emily's casual mentions of saving. He hadn’t thought anything of it. Now, the words echoed in his mind, laced with an unsettling new meaning. He felt a sudden, profound distrust. He reached for the bottle of whiskey on the desk, his hand trembling.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228