The silence in the car was thick, pressing down on Ava like a physical weight. Her husband, Ben, had been driving for an hour, avoiding eye contact, his jaw clenched tight. She'd found the texts: flirtatious, suggestive, filled with promises. She felt a throbbing ache behind her eyes, the familiar precursor to a migraine.

She watched the landscape blur past, the trees a dark, indistinct mass. All she could think about was the sting of betrayal, the sense of utter disbelief. She had trusted him. She had poured her heart out to him, told him all her secrets. Now the very air was filled with a suffocating sense of untruth.

"Pull over," she said, her voice barely a whisper.

He didn't respond, he continued driving.

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