He stared at the blurry snapshot, the room spinning slightly. The impending divorce, the constant bickering with his sister… everything felt overwhelming. He needed to escape, even for a moment. He hadn't expected this in his late grandmother's attic.

The photos depicted his grandfather. A man, he’d been told, who was never without his pipe, a paragon of virtue. This man, however, seemed to be enjoying himself in the company of a woman who was definitely not his grandmother.

A man with a carefree smile, a bottle of wine, a knowing look. The photographs felt like a betrayal. His fists clenched as he tried to contain his reaction.

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