Michael paced the length of the living room, his footsteps heavy on the hardwood floor. Each stride seemed to amplify the internal turmoil, the unsettling feeling that had begun the moment he stumbled upon his son, Daniel's, hidden account. It was a digital Pandora's Box, and the contents were unsettling.

He ran a hand through his already disheveled hair, the gesture failing to calm the racing thoughts in his mind. The photos, the comments, the tone…it was all so unfamiliar. He felt a profound sense of disconnection, a gap he didn't know how to bridge.

"Damn it," he muttered under his breath, the word a release of tension. The air in the room felt thick, suffocating. He just wanted to get through the day.

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