She stared at the blinking cursor on the screen, a relentless tormentor that seemed to mock her inability to write. The creative block had become a physical weight, crushing her spirit. Frustration clawed at her, and she felt a tightening in her chest. She had to finish the novel, but the words wouldn’t come. Her mind just wouldn't cooperate.

In the waiting room of a neurology clinic, she noticed a man across the room tapping his foot rapidly and his gaze jumping from person to person. His brow was furrowed, and a tremor ran through his hand. She seemed to relate to him.

Then, the diagnosis: Xerocytosis. The man, whose name she now learned was David, turned to her, and they spoke about their shared problem with dry eyes and skin.

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