He stared at the email, the words blurring before his eyes: *Resigned. Effective immediately.* Ethan felt a surge of heat rush through him. Dr. Ramirez, his advisor, his mentor – gone. Without even a brief farewell. He was completely caught off guard. He took a few deep breaths, but they did little to calm the tightness in his chest.

The lab, usually bustling with activity, felt cold and empty. The silence was deafening. He had so many questions, so many projects he was working on, all under Ramirez's supervision. Now, he was alone. His hands trembled slightly.

He ran a hand through his hair, the gesture doing little to soothe his mounting distress. The thought of the upcoming presentations, the research grants, all suddenly felt overwhelming, as though he were standing on the edge of a precipice. The ground under his feet felt unstable.

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