Mark slammed his fist on the desk, scattering pens and papers. The quarterly report was a disaster. The pressure to succeed felt like a weight crushing his chest. His online gaming buddy, "ShadowWolf," had become a lifeline, someone to vent to about the daily grind. He’d shared his location, assuming he was far, far away. Now, he was suggesting a meetup. Mark felt his head swimming.

The air in his apartment was thick with tension. He needed escape, he needed distraction, he needed to not think. He ran a hand through his hair, tugging at the strands.

The bar was noisy, the music a loud wall of sound. He spotted him, a familiar figure sitting at the bar, nursing a drink. He felt a sudden, inexplicable urge to flee.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169