The scent of his aftershave still lingered in the air, a cruel reminder of his absence. Amelia clutched the book to her chest, her knuckles bone white. Inside, a fictionalized version of their relationship played out, a narrative that felt foreign, even hostile. A cold draft snaked through the room, despite the closed windows.

She paced the length of the living room, her steps quick and agitated. Every word felt like a betrayal. The ending was the worst – a sudden departure, a heartbreaking farewell. Amelia stopped, her breath coming in shallow gasps.

She could hear her own heartbeat, loud and insistent, in the otherwise silent house.

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