He paced his cramped apartment, the worn rug doing little to soften his footsteps. Outside, the city hummed, a relentless background noise that amplified the frantic rhythm of his own heart. He kept reading the comments on the article. *“Bet he regrets those emo haircuts now!”* He ran a hand through his thinning hair, a nervous habit.

The article, a painstakingly crafted compilation of his teenage angst, was now trending. His diary, once a private repository of adolescent anxieties, was being dissected by strangers. He imagined them, eyes glued to their screens, snickering at his youthful vulnerabilities. The muscles in his shoulders tightened.

His phone buzzed incessantly. Texts, emails, notifications—each one a fresh wave of humiliation. He threw the phone onto the couch, the screen landing face down. He grabbed a glass of water, his hand shaking so violently he nearly spilled it. The metallic tang of fear filled his mouth.

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