The air in the garage was thick with the scent of motor oil and unspoken resentment. David stood hunched over the car, the bank statement crumpled in his pocket. He was working on his temperamental classic car, but his concentration was completely shot. He couldn't stop replaying the events of the last few months in his head.

He’d been avoiding eye contact with his wife, and she with him. A cold distance had grown between them, a chasm of silence they couldn't seem to bridge.

He kicked a tire, the sound echoing in the confined space. His hands were shaking. He felt a deep, profound sense of helplessness wash over him, like a relentless tide threatening to pull him under. He didn't know what to do.

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