The weight of the impending performance loomed large. Alex practiced the scales on his guitar, his fingers clumsy, his mind a whirlwind of doubts. Every mistake felt amplified. The practice room smelled of stale beer and desperation. He trudged back to his dorm room, his shoulders slumped, and there it was, the journal, open on his desk. His roommate, Ben, was pretending to read, but Alex could see the telltale flicker of his eyes.

He felt a wave of dizziness wash over him. "Ben," he said, his voice flat. "Did you...?"

Ben didn’t look up, but the silence was more telling than any confession.

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