He ran a hand through his hair, leaving it standing on end. The meeting had been brutal. The numbers were disastrous. He needed a win, a lifeline, anything. Back at his desk, a vase of lilies sat, their perfume cloying and sweet. No note. His fingers drummed a frantic rhythm against the mahogany.

He hadn't ordered them. He barely had time to shower these days, let alone plan a romantic gesture. He walked around the flowers, avoiding eye contact. He spun in his chair, suddenly exhausted. He thought he might throw up.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169