The attic air hung thick and stale, clinging to Leo’s throat. He coughed, the sound echoing in the confined space. He should be at the gym, he thought. Or even just outside. But the task of clearing out his grandfather's belongings was a burden.

He'd found a letter tucked away in a leather-bound journal. It was from his grandfather to his commanding officer. It spoke of his need to leave, to β€œfind peace.” It mentioned the war, but it didn't give any specifics.

Leo felt a sudden, sharp pain in his chest. His grandfather rarely spoke about his time in the military. Leo had always believed the old man to be stoic. He felt exposed, stripped bare.

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