A sharp pain jabbed in Amelia's chest as she overheard David on the phone. He was speaking Korean, his voice low and soothing. Amelia had always been the one to introduce him to her culture, to carefully translate for him. Now, secrets seemed to be forming a wall between them.

She felt a sudden urge to flee. Grabbing her keys, she fled the bedroom and went outside. The evening air felt heavy, like a humid blanket. Amelia couldn't catch her breath.

Back inside, she found David had ended the call. "Who was that?" she demanded, the words snapping out of her before she could stop them. His face tightened, and the atmosphere in their once-harmonious home crackled with unspoken tension.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229