He drummed his fingers on the table, a nervous tic he couldn’t seem to control. The thought of arguing about the pet again with Maya made his throat constrict. He knew he was being difficult, but the idea of sharing the apartment with a creature whose needs he had no control over filled him with a low-grade unease.

The silence that had settled in the apartment was almost unbearable. He could hear the faint hum of the refrigerator, a constant reminder of the stillness. He stood up abruptly, pulling at the collar of his shirt.

He desperately needed some air.

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