The coffee tasted like ash in his mouth. Michael couldn't quite meet the gaze of the woman he was supposed to be training, his replacement. He'd been with the company for fifteen years, and now, in a matter of weeks, he would be gone.

He ran a hand through his hair, the gesture almost involuntary. The office felt stifling today. The air conditioning was working overtime, yet he felt a simmering unease. He explained the protocol for handling sensitive client data, his voice carefully controlled, but he couldn't shake the sensation of being adrift.

He kept having to repeat instructions, a sign of his internal turmoil. Each explanation felt like a punch to the gut. The world was spinning, and he was losing his balance.

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