The small, handwritten list lay on the coffee table. *Visit Paris. Learn to paint. Adopt a cat*. Chloe felt the pressure building in her chest. Her mother, a woman who had always seemed so carefree, had harbored ambitions that now felt impossible to achieve. Her breath came in short, shallow gasps.

She stared out the window, watching the rain streak down the glass. The air felt heavy, stagnant. Her phone buzzed; a reminder of a looming work deadline. She felt a wave of dizziness wash over her.

She desperately needed a moment of escape.

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