He ran a hand through his hair, leaving it a mess. The air in his tiny apartment felt thick, almost suffocating. He paced, the wooden floorboards groaning under his restless movements. The email notification, a cheerful chime, had nearly sent him into a panic attack. "Congratulations! Your essay has been selected for publication..." The words seemed to mock him.

His gaze flickered to the stack of rejection letters piled precariously on his desk. Each one felt like a fresh wound. He’d poured his heart into that essay, exposing vulnerabilities he’d kept hidden for years. Now, everyone would be reading it, judging him.

He grabbed his phone, his fingers trembling as he dialed his mother's number. “Hey,” he croaked, his voice strained. “Can…can you come over?” The request felt childish, embarrassing, but he couldn't face this alone.

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