The elevator doors opened with a metallic clang, and Mark stepped out, instantly feeling the claustrophobic air of the office. He pulled his tie loose, the silk suddenly feeling like a noose. His jaw was clenched, the muscles aching. It wasn't the hours, it was the blatant lack of recognition.

He walked past the open-plan office, each workstation a hive of activity, and he felt a flash of resentment. He heard Sarah’s voice, bubbly and carefree, as she talked to a client. He had the same conversations, he got the same results, but his wallet was a lot thinner.

He needed a cigarette. He hadn't smoked in months, but the craving was an undeniable physical ache. He pushed open the fire escape door, the stale air hitting him like a physical blow.

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