The world felt too small, the air thick and hard to breathe. The report was due, the deadline looming like a hungry predator. Clara could feel a headache building behind her eyes. Then the flowers arrived: crimson roses, a stark contrast to the sterile office environment.

She cautiously sniffed the blooms. No card. Just the scent of roses, potent and intoxicating. Her mind raced. Had she forgotten something? A secret admirer? An anonymous apology? Her heart pounded erratically. Her grip on her pen tightened until her knuckles were white.

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