From his corner office, staring out the window, Daniel felt a familiar weight pressing on his chest. The city, usually a source of inspiration, seemed to close in around him, a cage of concrete and steel. He massaged his temples, trying to alleviate the headache that had been building since the morning's announcement.

His usual composed demeanor had crumbled. He hadn’t been able to concentrate on his tasks. The phone calls, the emails, the constant flow of information – all were a blur.

He found himself pacing, unable to sit still. Every footstep echoed the turmoil within him. The thought of the upcoming meeting made him wince, bracing himself for the inevitable. The view of the skyline offered no comfort today.

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