The flickering candlelight cast elongated shadows on the living room walls as Mateo strained to hear through the closed bedroom door. He found himself pacing, the wood floorboards groaning under his restless feet. A phrase, distinctly Italian, floated from the other side, followed by a giggle. His stomach clenched. He ran a hand through his hair, a nervous habit he'd developed lately. Why would Clara suddenly be interested in Italian?

A chill crept up his spine, despite the warmth radiating from the fireplace. He'd poured his heart into this relationship, sharing his culture, his family…everything. Now, a secret language? He paused, hand still hovering near the door handle. He imagined her, alone in the room, practicing, laughing…with whom?

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
🎉-0.233
happy-0.231
"-0.228