The email arrived with a jaunty subject line: "Reunion Time!" Maya stared at it, her fingers frozen over the keyboard. Her shoulders seemed to slump with the weight of the notification. It felt heavy.

She stared out the window, the city lights blurring into an indistinct glow. The weight of her current circumstances settled heavily on her chest. Her business was failing, her relationship was crumbling, and she hadn’t spoken to her parents in months.

She re-read the email, each word a pinprick. Remembering the promises made and the ambitions declared in high school now felt like a cruel joke. She closed her eyes, and let out a shaky breath, whispering, "No."

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