"Just breathe," Mark muttered to himself, pacing the living room floor. He could feel his pulse hammering against his ribs. He had caught Emily, his girlfriend, on the phone again, her voice low and carefully modulated. The way she'd quickly changed the subject when he entered the room fueled his growing suspicion. He reached for a cigarette, even though he knew he shouldn't. The world seemed to shrink, the walls closing in. He felt a cold wave wash over him, leaving him feeling utterly deserted.

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