The late afternoon light slanted across the living room, painting dust motes gold. Sarah watched Mark, perched on the edge of the sofa, his usual relaxed posture replaced with a rigid stillness. He’d been unusually tense all week, jumping at every ring of his phone, then disappearing into the back bedroom. Her stomach felt like it was twisting into a knot. She fiddled with the hem of her sweater, the wool snagging against her nails.

He finally came out, phone clutched in his hand, a strange, hesitant smile playing on his lips. "Everything alright?" she asked, her voice sounding far too loud in the sudden silence.

He cleared his throat. "Yeah, fine. Just work stuff." He avoided her gaze, heading towards the kitchen. The unease inside her grew, a heavy weight pressing down on her chest.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228